Robert Magnuszewski, Ph.D.

sourced_title: Lead Data Scientist

firm: K2 Integrity

headline: Data Scientist, Academic Researcher

about: As a PhD in Economic Networks now working as a Data Scientist, I specialize in applying machine learning, data analysis, and statistical techniques to solve complex business problems. With a diverse background in research and practical experience across different countries, I’ve developed a strong ability to extract valuable insights from data, uncovering patterns and trends that drive decision-making and innovation. My expertise spans machine learning models, predictive analytics, and business network consulting, where I help organizations leverage data to optimize their operations and make informed, data-driven decisions. I am passionate about using advanced analytics to create meaningful impact in both academic and business environments.

position: Lead Data Scientist

company: K2 Integrity

description:
Develop advanced analytical frameworks that integrate ML, AI and Social Network Analysis (SNA) to identify, model, and mitigate systemic risks across complex, interdependent systems.

Core responsibilities:
1. Transaction Monitoring Rules development and finetuning
2. Entity Resolution
3. Network Analytics

position: Research Fellow

company: Università degli Studi dell'Aquila

description: During PhD, worked with large data and applied Social Network Analysis (SNA) combined with economic analysis and Machine Learning to explore the relationships and interactions between firms, and how these networks influenced industry outcomes. Conducted teaching seminars and classes, where taught master's students how to conduct similar studies. Findings were published in a Springer book, a leading academic publisher, in several respected peer-reviewed journals and were highligly appreciated dur

position: Data Scientist

company: SMARTSTOCK Sp. z o.o.

description: Developed and applied advanced machine learning models, including LightGBM and neural networks, to forecast future demand for CPG (Consumer Packaged Goods) customers. Leveraged these models to generate accurate, data-driven insights that supported strategic decision-making and optimized supply chain planning.

company: PSignite

description:
Worked with some of the largest CPG clients, developing full ETL pipelines and custom predictive models of future sales per product. Always delivered on time, even for the most complex and tailored requests, with consistently positive feedback and high client satisfaction.
In R&D designed an advanced outlier-handling method that improved data quality and uncovered unmarked promotional data, boosting models accuracy. Developed a trend-aware forecasting system, reducing client complaints by refini

company: SYDIC (SYstem Dynamics Italian Chapter)

description: Participated in several research projects from the Erasmus+ framework. In OREN, participated in creating analytical tools that incorporated system dynamics simulation models, enabling rural entrepreneurs to test and validate their business models within the platform. This approach supported rural businesses in adapting to challenges and fostering economic growth, particularly in several rural Italian regions. In ORA, helped prepare a global citizenship initiative aimed at raising climate change

evidence_experience: "Worked with some of the largest CPG clients, developing full ETL pipelines and custom predictive models of future sales per product." and "Develop advanced analytical frameworks that integrate ML, AI and Social Network Analysis (SNA) to identify, model, and mitigate systemic risks across complex, interdependent systems."

resolved_account_name: K2 Integrity


Frances Lubbe

sourced_title: Head of Content

firm: Analysys Mason

headline: Head of Content at Analysys Mason

position: Head of Content

company: Analysys Mason

end: Present

position: Senior Editor

position: Project Editor

company: Pickering & Chatto

position: Rights Manager & Office Manager

company: Dorie Simmonds Agency

position: Project Manager and Editor (Education)

company: Oxford University Press Southern Africa

description: Project and author manager, editor

disposition: DISQUALIFIED

internal_vs_external: unclear

role_nature: other

band: review

band_reasons: disqualified; ie_unclear

evidence_experience: Career progression: Project Editor -> Senior Editor -> Head of Content, entirely editorial/publishing background (Pickering & Chatto, Oxford University Press, literary agency rights management). No mention of knowledge management, IP-reuse, AI, or confidentiality governance.

in_612: no

in_575: no

suppressed: no


Mohsine Khattabi

publicIdentifier: mohsine-khattabi

sourced_title: Business analyst - AI Delivery Officer

firm: Intys

headline: AI Business Analyst | Étudiant en Master Business Analyst (ICHEC) |

position: Business analyst - AI Delivery Officer

company: Intys

position: Employé polyvalent (Etudiant)

company: Autogrill

position: Assistant E-commerce Manager

company: FruitCollect

position: Aide-comptable

company: ACLC

content:
Être coach sportif indépendant, ce n’est pas seulement donner des séances. 🏋♂

Il faut aussi :

📅 Organiser son planning
👥 Gérer ses clients
💶 Suivre ses paiements
🧾 Faire ses factures
📲 Envoyer des rappels
📈 Développer son activité
🔎 Trouver de nouveaux élèves

Et souvent, chaque tâche a son propre outil.

Un agenda pour les séances.
WhatsApp pour les clients.
Excel pour les finances.
Un autre

content:
Après plusieurs mois de travail, je peux enfin l’annoncer : je lance CoachFacile 🚀

Quand on pense au métier de coach sportif, on pense surtout aux séances.

Mais derrière chaque séance, il y a aussi tout le reste : gérer ses clients, organiser son planning, suivre ses paiements, faire ses factures, envoyer des rappels, développer sa visibilité…

Et quand on est indépendant, tout ça peut vite pren

content:
Après 8 mois de stage chez Intys , il est temps de clôturer cette première année d’alternance.

Au sein de l’AI Lab, j’ai eu l’opportunité de travailler sur des projets internes liés à l’intelligence artificielle, en participant à différentes étapes allant de la compréhension du besoin à la conception de solutions adaptées.

Cette expérience m’a permis de mieux comprendre le fonctionnement d’un ag

disposition: UNQUALIFIED

band_reasons: technical_builder_no_ownership; ie_unclear; company_concern; builder

evidence_experience: "Au sein de l'AI Lab, j'ai eu l'opportunité de travailler sur des projets internes liés à l'intelligence artificielle, en participant à différentes étapes allant de la compréhension du besoin à la conception de solutions adaptées." - describes a junior/intern contributor role on internal AI Lab projects, not ownership of a function.

resolved_account_name: Intys

in_612: yes

in_575: yes


Yasmin Primrose

sourced_title: Lead AI Consultant

firm: Newton

headline: Lead AI Consultant at Newton

about: AI Consultant focussing on unlocking and delivering sustainable measurable impact through AI, data science and digital solutions in public sector services within the UK.

position: Lead AI Consultant

company: Newton

position: Senior AI Consultant

position: Senior Digital Consultant

position: Sabbatical

position: Digital Consultant

position: Lead Consultancy Coordinator

company: inState

position: Team Leader and Consultant

company: 180 Degrees Consulting Nottingham

description: Clients: Mpuhwe Honore Foundation Rwanda, Harmony House India

position: Technology Consulting Intern

company: PwC

description: Technology Consulting: Government Services

content: Great summary of the success and challenges Gene Kim and I found when building infrastructure at pace using agentic AI.

internal_vs_external: external

band: clear

band_reasons: disqualified

resolved_account_name: Newton


Roxane G.

publicIdentifier: roxane-gillet-rg

firm: WILLING

headline: Transformer la complexité organisationnelle en capacité d’exécution | Industrie, IT

about:
Ma proposition de valeur : Aligner stratégie, organisation et opérations pour renforcer la capacité d'exécution selon 4 leviers : Gouvernance | Processus | Pilotage | Collectif

Je structure et déploie les leviers organisationnels et opérationnels pour plus de fluidité, d'impact et de sens, en m'appuyant sur les méthodologies de gestion de projet et de lean.

Curieuse, rigoureuse, engagée, et enthousiaste j'aime penser systémique, agir concrètement et embarquer collectivement.

Depuis 20 ans, je concrétise dans les industries (aéronautique, énergie, ferroviaire, automobile, transport maritime) vision, déploiement et plan d'actions plus efficaces, plus clairs et plus performants.

Factuellement, mes interventions, reviennent à :
-Comprendre finement les pratiques, les relations, les bons fonctionnements, les irritants et les challenger au regard des besoins.
-Repense les processus et les rends concrets
-Piloter des projets ambitieux en contexte multi-acteurs dans les domaines de l'industrie et de l'IT
-Embarquer les équipes dans le changement, avec confiance et authenticité
-Renforcer l'impact du management intermédiaire

Résultat : Diagnostic précis. Stratégie claire. Exécution maîtrisée. En une phrase : "Think it. Build it. Do it."

position: Manager & Consultante en Transformation des Organisations

company: WILLING

description:
Industrie aéronautique AIRBUS PROPULSION (Toulouse):
- Accompagnement à la construction de la gouvernance 2026 d'un service transverse usine (raison d'être, objectifs, résultats clefs)
- Structuration PMT et Amélioration du processus usine de consolidation des budgets projets multi sources de financement (collecte des besoins, arbitrage, exécution et atterrisage ~65M€).
-  Consolidation au niveau usine et programmes, des Risques et Opportunités

Industrie du transport maritime CMA-CGM (Marseill

position: Responsable Processus & Outils (PMT)

company: ANOTECH

description:
Renforcement de la performance globale de l’entreprise au travers des processus, des outils et de la gouvernance interne. Anotech est une société de conseil en ingénierie dans les secteurs des énergies et de l'infrastructure, opérant dans plus de 70 pays. Chiffre d'affaires 130M€.

🔹 Rôles et responsabilités :

-Définir et piloter la stratégie de transformation digitale et opérationnelle à l’échelle internationale et la défendre en CODIR

-Créer, structurer et piloter le service interne "IS&T"

position: Chef de projet MOA – CRM Dynamics 365 | Transformation digitale

description:
-Pilotage du projet de migration du CRM groupe (20 plugins, 300 automatisations)

-Cadrage, appel d’offres, intégration Power BI / SharePoint / Power Automate

-Formation des équipes à l'international et conduite du changement

Résultats :
---‐------------
→ Déploiement réussi & adoption des 90 utilisateurs métier
→ Amélioration de la qualité et de l’exploitation des données clés
→ Modèle de données solide, fondement d’un cockpit de pilotage fiable pour les prises de décisions stratégiques

position: Chargée du développement interne – SI, process, qualité I Poste transverse rattaché à la Direction

description:
-Approche systémique et transverse des dysfonctionnements complexes

-Animation transverse des sujets SI / Qualité / Business / Recrutement / Marketing Opérationnel pour corriger les dysfonctionnements

-Structuration du processus de RAO/RFI/RFQ à l’international et définition du socle de réponse sur les volets "expertise & proposition de valeur", "conformité HSE/RSE/ISO", "juridique et fiscal"

-Valorisation des données à des fins de positionnement stratégique tant côté candidat que côté client

position: Chef de projet et coordinatrice des opérations client / Qualité Program A350 - AIRBUS France

company: ALTEN

description:
Dans le cadre du projet Gestion de configuration et Attestation de Conformité:
	Gestion du projet transnational (Nantes/St-Nazaire/Toulouse/Hambourg)
	Management de l’équipe ALTEN (14 pers.)
	Pilotage des projets client transverses
	Gestion opérationnelle des activités coordonnant notamment, côté client: Le Procurement ; les Process owner ; l’Engineering Programme et les BE métier (fuselage, wing, RFE, system, LG); la Qualité Programme, la Qualité FAL, la Qualité Production (resp. CA), la Qu

position: Responsable Taskforce Gestion des Exigences (RM et V&V) - Programme A350 - AIRBUS France

description:
	Management de l’équipe Taskforce ALTEN France/Allemagne
	Gestion de la relation client avec les BE (méca, élec, système) & les sites France, Allemagne, Espagne, Royaume-Uni
	Mise en place des outils de contrôle du process tous niveaux (Airbus et ses fournisseurs) et analyse de risques
	Définition du planning de recovery et reporting hebdomadaire (interne et client)
	Coordination avec l’équipe développement de l’application DOORS pour la mise en place de correctifs et d’évolutions
	Parti

position: Ingénieur assurance qualité - Programme A380 - AIRBUS Germany

description:
	Optimisation des processus qualité au regard des spécifications techniques
	Préparation des audits qualité
	Coordination des équipes qualité ALTEN et AIRBUS France et Allemagne
	En parallèle Projet de déploiement du pilote de suivi des Compétences "Optimise Skills"

Ce qu'ils en ont pensé:

Ingo Petters, Head of Quality Attestation & Configuration - Electric Operations Fuselage - AIRBUS France: « I just want to highlight that Roxane is doing extremly well. I am impressed by the motivati

position: Ingénieur Qualité : Processus de Production (Phase Série)

company: Faurecia

description:
# Activités du stage de fin d'études:
Analyse des problématiques de l’usine Systèmes d’échappement via les méthodologies LEAN telles que: QRQC, PDCA, 8D, 5S, PFMEA, JIT, FLUX CONTINU, KANBAN, KAIZEN

#Initiative personnelle :
* Analyse des processus de production, de leurs objectifs qualité et de leur mise en œuvre opérationnelle, par une approche systémique et comportementale, au regard de:
    - l'objectif usine «Amélioration de la performance des lignes de production »
    - la crise que tr

content: Merci Yasmine DOUADI pour cette mise en avant d'une solution numérique qui rend visible, les problèmes. C'est le principe de l'Andon qu'on utilise en #lean. En mettant en visibilité le problème, on se donne l'opportunité d'identifier la cause au plus tôt et de la résoudre rapidement, avec les bons interlocuteurs 😀

content:
Un article 360 pour accompagner votre réflexion naissante, avisée ou déjà structurée sur l'IA. Merci Eloïse Ricaud.

https://lnkd.in/dqM5rpzX

content:
Cet artice me rappelle un passage de "l'Elan décisif" de Carlo Purassanta . Quand on s'appuie sur une expertise coeur de métier (dans son exemple le hardware), on peut la rendre accessible et étendre son impact (dans son exemple le software).

Extrait : "Bill Gates a eu l'intuition de se focaliser sur la production de logiciels pour faire fonctionner les ordinateurs des grands constructeurs comme

evidence_experience: "Accompagnement à la construction de la gouvernance 2026 d'un service transverse usine" for AIRBUS PROPULSION client, and "consolidation de l'atterrissage financier des projets" for CMA-CGM client - both are client delivery engagements, not ownership of WILLING's own internal function. Earlier ANOTECH role ("Créer, structurer et piloter le service interne IS&T") showed internal ownership but is a past employer, not current.

resolved_account_name: WILLING


Alex Reyes

sourced_title: Managing Director - Analytics and Data Sciences Practice

firm: Pournader & Company, Inc.

headline: Senior Director - Analytics and Data Sciences Practice at Pournader & Company, Inc.

about:
Alex guides digital and analytics transformations for retail and other P&C consumer-facing clients in the Americas, EU, and Middle East.

Alex works with P&C's Strategy & Innovation, Digital Transformation, and Performance Improvement practice groups on a broad range of retail and consumer-facing client engagements, with particular emphasis on the digital transformations necessary to drive profitable growth in an increasingly multichannel world.

With expertise in the application of analytics-based solutions, Alex helps executives address both the challenges and opportunities created by using data to make sound business decisions. Recognizing that true transformation takes more than a single successful project, Alex focuses on building sustainable analytical skills within the organization.

Alex is adept at applying the approaches that lead to success in the retail arena to other client sectors including the aviation, professional services, financial services, and consumer goods.

company: Pournader & Company, Inc.

position: Managing Director - Planning and Analytics

company: Crédit Agricole CIB

position: Vice President of Analytics

company: Credit Suisse

position: Senior Director Financial Planning Analysis

company: Goldman Sachs

evidence_experience: "Alex guides digital and analytics transformations for retail and other P&C consumer-facing clients in the Americas, EU, and Middle East." / "helps executives address both the challenges and opportunities created by using data to make sound business decisions" - all describes client-facing delivery work, not ownership of an internal knowledge/AI function.


Sébastien Mure D'Alexis

sourced_title: Manager Audit IT & Risk Consulting

firm: BDO France

headline: Manager Audit IT & Risk Consulting | CISA

position: Manager Audit IT & Risk Consulting

company: BDO France

description:
🔍 Audit IT & Commissariat aux comptes
- Pilotage d’un portefeuille de missions d’audit légal et contractuel, dans le cadre des mandats de commissariat aux comptes (secteurs financier, industriel et services).
- Évaluation des dispositifs de cybersécurité basés sur le framework du NIST.
- Revue des contrôles généraux informatiques (ITGC), des contrôles applicatifs (ITAC) et des revues de migration.
- Réalisation d’audits indépendants : CSP SWIFT, SOC 2, ISAE 3402, SSPA Microsoft...
- Réalisation

position: Senior Confirmé Audit IT & Risk Consulting

description:
🔍 Audit IT & Commissariat aux comptes
- Pilotage d’un portefeuille de missions d’audit légal et contractuel, dans le cadre des mandats de commissariat aux comptes (secteurs financier, industriel et services).
- Prise de connaissance des environnements informatiques et évaluation de la cybersécurité basée sur le framework du NIST.
- Revue des contrôles généraux informatiques (ITGC), des contrôles applicatifs (ITAC) et des revues de migration.
- Réalisation d’audits contractuels spécialisés : SOC

position: Consultant IT Risk Consulting

description:
- Missions d’audit des Contrôles Généraux Informatiques dans des environnements ISA & SOX
- Responsable de la mise en œuvre de l’approche d’audit dans le cadre du mandat légal d’audit pour des groupes français et internationaux
- Définition du programme de travail, analyse des processus et identification des contrôles clés
- Partage des connaissances techniques et méthodologies

position: Consultant IT Risk Advisory au sein de Deloitte Conseil

company: Deloitte

description:
- Missions d’audit des Contrôles Généraux Informatiques dans des environnements ISA, SOX & JSOX :
Préparation des entretiens et des interventions chez les clients, mise en place du périmètre des GITC à auditer, entretiens avec les clients, gestion de la demande des documents et des échanges avec les clients, réalisation des Workplans des logiciels/ERP audités sur les couches Logicielles, Base de Données, Système d'Exploitation et Réseaux.
- Analyse de SOD (Segregation Of Duties/Séparation des Tâ

position: Ingénieur consultant/ Chef de Projet Support

company: Astek

description:
Chef de projet support transverse sur le logiciel de facturation CLIP :
•	Gestion transverse des différents niveaux de support (Niv. 1, Niv. 2 & Niv. 3).
•	Analyse et tests fonctionnels, ainsi que gestion des incidents.

Rédaction de spécifications techniques et fonctionnelles suite aux DM pour Supnext
MOE déléguée sur Casper VOIP
Gestion du soutien transverse du logiciel BIVSIP

position: Ingénieur en Systèmes d'Informations - Offre efluid chez CGI

company: CGI

description:
Equipe Intégration Fonctionnelle - Argos pour ERDF :
- Analyse des besoins clients
- Analyse des tests de non régression du logiciel
- Conception et exécution de tests fonctionnels pour l’ERP efluid sur HP QC
- Cadrage et gestion des évolutions et anomalies
- Gestion de planning pour la conception et l'exécution
- Rédactions de spécifications fonctionnelles

position: Vice-président communication

company: Les Caves de l'ECE

evidence_experience: "Pilotage d'un portefeuille de missions d'audit légal et contractuel, dans le cadre des mandats de commissariat aux comptes (secteurs financier, industriel et services)."

resolved_account_name: BDO France


Gaurav K Shukla

publicIdentifier: gaurav-k-shukla

sourced_title: xECM Content Management - Developer

firm: emagine

headline: ECM Solution Architect @ Emagine - Syensqo

about: Experienced Information Technology Consultant with a demonstrated history of working in the information technology and services industry. Skilled in Software Development Life Cycle (SDLC), Open Text Content Server (Livelink), SQL, Oracle Database, and Angular. Strong information technology professional with a BE focused in Electrical & Electronics from SRIT Jabalpur.

position: xECM Content Management - Developer

company: emagine

position: Solutions Architect

company: Apexon

company: Atos Syntel

position: Lead - ECM

company: BMO Capital Markets

evidence_experience: "ECM Application Consultant-Content Server at BMO @ BMO Capital Markets" and "Lead - ECM @ Deloitte" - client-facing ECM implementation work, not internal function ownership.

resolved_account_name: emagine UK


Samuel Dauphinais, CRMS-GS

sourced_title: Financial Crimes and Risk Management Manager


Anna Luebker

publicIdentifier: anna-luebker

sourced_title: Senior Innovation Designer

firm: ?What If! Innovation | Part of Accenture

headline: Senior Designer at What If? Innovation | Part of Accenture

position: Senior Innovation Designer

position: Associate Art Director

company: UPshow

position: Junior Art Director

position: Social Media + Design Intern

company: Purdue Global Engineering Programs and Partnerships

position: Brand Design Intern

company: Mailchimp

description:
Designed original merchandise for employees by
facilitating brand collaborations with Mailchimp
customers. Art Directed publication design work, as well
as photoshoots. Created original illustrations in
Mailchimp’s brand style. Served as production assistant to
photo and video shoots.

position: Marketing + Media Manager

company: Design for America

position: Design + Marketing

company: Purdue University Krannert School of Management

position: Design Intern

company: Pivot Marketing

description: I worked as the summer design intern at Indianapolis based design firm Pivot Marketing. I was responsible for helping all the designers with their work. I also researched, photographed, and built a website for NEAR Indy. I was able to lead my own project and be a valuable team member on many additional design projects.

evidence_experience: Entire career history is design and art direction roles (Associate Art Director, Junior Art Director, Brand Design Intern, Design Intern) with no mention of internal knowledge, IP-reuse, or AI adoption.


Samuel Millett

sourced_title: Director - Digital, Design and Data

firm: Nous Group

headline: Director at Nous Group

about:
I am an experienced management consultant with over ten years of track record leading work in human-centred design, digital and data - with a focus on clear strategy and solution design in complex, high-stakes multi-organisational environments.

Complementing my core digital and data focus, I have strong sector knowledge in health and human services, mental health, justice, safety and security, higher education, public policy and regulation (among others) that enables me to connect and translate ideas effectively with all kinds of folks. I am particularly strong at connecting and building buy-in across technical and non-technical, strategic and operational perspectives.

I have led numerous successful projects tackling complicated challenges, across a variety of government portfolios at local, state and national levels, universities and private sector companies with both Australian and global focus.

Here's a selection of my recent work:

- Led solution design for a proposed new approach to digital evidence disclosure management in the WA Courts system, for the WA Department of Justice
- Led development of new national approach to digital navigation of mental health services for the Commonwealth Department of Health
- Led detailed review and recommendations for the WA Department of Justice technology portfolio, directly leading to establishment of the agency's first CISO role
- Developed a new data and information management strategy for WA Police Force
- Led solution design for a new national ‘Tell Us Once’ solution for data collection and use in emergency management, for the Australian Commonwealth Government
- Defined a new 10-year digital and data strategy for the WA TAFE system
- Designed a detailed operating model for a proposed new multi-million-dollar multidi

position: Director - Digital, Design and Data

company: Nous Group

description: I lead thinking, engagement and delivery on high-stakes challenges for large, complex organisations, using digital, data and design lenses to understand and improve how things get done.

position: Manager

position: Consultant

position: Advisory Committee Member

company: WAITTA

position: Senior Policy Officer

company: Department of the Premier and Cabinet of WA

description: Office of the Government Chief Information Officer

position: Policy Officer

position: Research Assistant

company: Curtin University

position: Research Intern

company: Public Sector Commission

content:
If your organisation does not currently develop software, the transformational impact of AI will be 'second-order' for now. By this I mean: you will probably have some exciting new features arising through your existing procurement channels - but the fundamental nature of your business is unlikely to change.

If you do develop software, you're probably already in the process of really rethinking

evidence_experience: "Led detailed review and recommendations for the WA Department of Justice technology portfolio, directly leading to establishment of the agency's first CISO role" - this is advisory work delivered to a client, recommending the client establish an internal function, not the consultant owning any internal function themselves.

resolved_account_name: Nous Group


Elizabeth Lawson

publicIdentifier: elizabethalawson

sourced_title: Director, Data Science

firm: Avalere Health

headline: Data Science & Analytics Leader | ML/AI, Predictive Modeling, Measurement & Experimentation | Marketing Mix Modeling

about:
I lead data science and advanced analytics to drive high-impact business decisions across growth, customer strategy, and performance. My work focuses on:

- Predictive modeling, machine learning, and ML/AI workflows
- Measurement, attribution, and marketing mix modeling
- Forecasting and scenario planning
- Experimentation and causal inference
- Customer and behavioral analytics

I specialize in translating complex data into clear, defensible decisions — owning the full lifecycle from problem framing through modeling, validation, and executive communication.
Recent initiatives include:

- Machine learning segmentation and predictive models to improve adoption, engagement, and retention
- Marketing mix models governing large-scale media investment decisions
- Forecasting systems to support planning under uncertainty
- Experimentation and causal measurement frameworks to quantify impact

I partner cross-functionally with data engineering, product, strategy, and media teams to embed analytics directly into decision-making — not just reporting.

I'm a heavy hands-on user of AI tools (Claude, GPT) for analysis acceleration, code generation, QA, and insight synthesis — and a strong advocate for helping analytics teams work alongside AI rather than against it.

position: Director, Data Science

company: Avalere Health

description:
Own marketing mix modeling, forecasting, and measurement strategy supporting national investment decisions across a $100M+ portfolio.

Lead development of machine learning models, segmentation frameworks, and predictive analytics to improve adoption, engagement, and performance across customer touchpoints.

Design and implement experimentation and causal measurement approaches to evaluate effectiveness and enable continuous optimization frameworks.

Built behavioral modeling frameworks combining

position: Associate Director, Data Science & Analytics

company: SapientRazorfish

description:
Owned analytics strategy and oversaw delivery for Fortune 500 clients, serving as senior advisor to client leadership and directing a team of 12 analysts and data scientists.

Directed advanced modeling initiatives including marketing mix modeling and machine learning models for churn, lifetime value, and targeting optimization, improving ROI and retention outcomes.

Led a comprehensive data audit and data management platform implementation supporting Caterpillar's website redesign, improving me

position: Sr. Manager of Analytics & Testing

company: Brookfield Properties

description:
Established an enterprise-wide analytics framework across 120 mall websites, standardizing tagging and measurement practices and improving campaign performance tracking accuracy by approximately 55%.

Standardized and enhanced reporting across 50+ mall properties, consolidating website, SEO, paid search, and social performance into a unified executive view, reducing time-to-insight by 45% and generating approximately $150K in annual cost savings.

Led marketing mix modeling to quantify the impac

position: Global Manager, Data & Marketing Analytics

company: Motorola Solutions

description:
Scaled centralized marketing analytics capabilities from North America to global scope, standardizing measurement and reporting across regions while maintaining a 25% reduction in reporting turnaround time.

Led global deployment of analytics, tag management, and SEO platforms supporting a major website launch, improving data quality and increasing marketing performance visibility across international markets.

Directed development of enterprise attribution and predictive modeling initiatives, i

position: North America Manager, Marketing Analytics

description:
Led integration of Eloqua and Salesforce to unify marketing and sales attribution and funnel analytics, improving lead tracking accuracy by 25%, strengthening marketing-to-sales alignment, and earning the Eloqua Markie Award for Data Governance Excellence.

Developed attribution and predictive models to quantify digital campaign impact on pipeline generation, improving conversion efficiency by approximately 15%.

position: eCommerce Analyst

company: Grainger

description:
Built a predictive model to identify offline accounts most likely to transition to online purchasing, driving digital adoption initiatives.

Built a cart abandonment model and operationalized targeted incentive rules, increasing cart recovery rates.

Created cross-sell recommendation logic based on co-viewed and co-purchased items, supporting incremental revenue growth.

Designed and analyzed an organic search holdout experiment during a website redesign to measure incremental lift, informing SE

position: Analyst

company: MMA

description:
Built advanced statistical models — including Bayesian hierarchical and Poisson mixed models — to evaluate marketing, pricing, and distribution strategies for Fortune 500 clients, informing product mix and go-to-market decisions.

Delivered decision-support analyses to client teams, translating modeling outputs into actionable business recommendations.

band_reasons: disqualified; builder

evidence_experience: "Own marketing mix modeling, forecasting, and measurement strategy supporting national investment decisions across a $100M+ portfolio." - this is a marketing analytics function, not internal knowledge/IP-reuse ownership.

resolved_account_name: Avalere


Marlene Ritschard

publicIdentifier: marlene-ritschard

sourced_title: Bid Manager

headline: Multilingual Bid Management Professional, QFA

about:
I have 14 years experience working in tenders, clients relations and marketing roles. Having strong communication skills and the ability to engage at all levels, I enjoy working independently and as part of a team.

Outside work, I love to tackle DIY projects at home. I just can’t resist that feeling of achievement after completing a project!

Competencies: multilingual, CRM tools, organisation and time management, bid writer, sales and marketing, GDPR, office management, administration, attention to detail, social media tools, content creation, events organisation, media contact.

position: Bid Manager

company: emagine

position: Bid Support Specialist

company: Ergo

position: Tenders Executive

company: Allianz Partners

description:
• Manage health and life insurance tenders and bid submissions for medium/large corporate and government clients.
• Manage e-portal bids to deliver compliant proposals within customer defined time frames in English and Spanish.
• Coordinate input from several key departments including operations, pricing, sales, legal, finance, among others.
• Maintain CRM software and tenders library.
• Ad hoc projects, including development of tender document and renovation of team’s intranet portal
• GDPR dep

position: Senior Tenders Officer

description:
• Produced bespoke responses for RFP, RFI, PQQ and post tender queries for corporate and government clients.
• Edited proposal responses from a variety of stakeholders and subject matter experts.
• Delivered completed written proposal responses in English and Spanish within deadlines, quality standards and market regulations.

position: Tenders Officer

description:
• Produced and delivered compliant, professionally produced proposals in English and Spanish within customer defined time frames.
• Coordinated proposals input from a variety of stakeholders and ensured documents follow standard formatting and quality standards.
• Generate quotations based on predefined pricing methods and templates

position: Policy Management Officer

description:
• Administered clients' accounts in English, Spanish and Italian.
• Completed new and renewal business and hoc projects.
• Assisted with hiring interviews, training of new team members and company webinars to clients.

position: Business Account Executive

company: Sanef ITS Operations Ireland

description:
• Provided B2B support regarding collection of electronic tolls, including registration, payments and regular meetings.
• Collaborated in marketing strategies, promotional material and brand awareness.
• Assisted with training within the team.

position: Sales and Marketing assistant

company: Premier Fleet

description:
• Organised product placement and managed content across all channels including social media advertising, posts and website.
• Exceeded monthly targets to expand customer base.
• Managed daily operations of the email marketing channel.

evidence_experience: "Manage health and life insurance tenders and bid submissions for medium/large corporate and government clients" and "Produced bespoke responses for RFP, RFI, PQQ and post tender queries for corporate and government clients" - entirely client-facing bid/proposal work, not internal knowledge/AI function ownership.


Hemali R.

publicIdentifier: hemalirami

sourced_title: Advisory and Transformation Manager

firm: SC&H Group

headline: Manager @ SC&H Group | Developing Client Solutions

about:
With over six years of experience in finance transformation and consulting, Hemali specializes in turning complexity into scalable business systems. With a background leading enterprise initiatives across multiple functions, she excels at designing processes, aligning stakeholders, and building operational frameworks that enable organizations to execute more effectively.

Known for combining analytical thinking with practical implementation, Hemali partners with leaders to solve operational challenges, drive continuous improvement, and translate strategy into measurable outcomes. Currently a Manager at SC&H, Hemali is committed to delivering outcome that clients can confidently rely on.

position: Advisory and Transformation Manager

company: SC&H Group

description:
• Led finance transformation initiatives by developing tailored solutions to complex client challenges and partnering with FP&A teams and C-suite executives to align financial operations with strategic business objectives, enhance visibility, and enable data-driven decision-making.

• Managed client relationships and communications to align stakeholders, manage expectations, and ensure high levels of satisfaction throughout transformation initiatives.

• Championed data governance initiatives, i

position: Senior Consultant

description:
• Improve the financial close, consolidation, budget and forecast processes for variety of companies across multiple industries.

• Participate in the design, build, implementation and deployment of Oracle Hyperion application solutions, with expertise across the following tools: Oracle Enterprise Planning and Budgeting Cloud Service (EPBCS), and Financial Reporting Studio (FR), Essbase, SmartView

• Work together with finance and accounting teams to design and develop enhanced business processe

position: Staff Consultant

position: Active Staff Member

company: Maryland Leadership Workshops (MLW)

description: MARYLAND LEADERSHIP WORKSHOPS (MLW) is a 501(c)3 non-profit educational organization that provides leadership training to middle & high school students and other groups in the mid-Atlantic region. MLW offers week-long residential summer training programs for student leaders and creates customized leadership workshops on a variety of topics for both student and professional adult audiences. For 60 years, MLW has inspired countless young leaders to take active roles in their schools and communitie

position: Intern

position: South Campus Community Assistant

company: University of Maryland Department of Resident Life

description: Promoted a safe and friendly environment in community spaces while maintaining a professional attitude. I was responsible for providing internal and external customer service to foster positive relationships with residents and staff members. I assisted residents with housing-related concerns  and would also take in, organize, and distribute mail and packages for approximately 215 residents.

position: Student Page

company: Maryland General Assembly

description: Worked in the Maryland House of Representatives; updated members' bill books before sessions began; Ensured members had everything they needed before sessions: would run errands for members if they needed anything during sessions such as water, bills, or materials

company: Howard County State Attorney's Office

description: Did research on forensic advancements in society and how they impacted today's society, focusing specifically on its impacts on those in the legal society; Helped attorneys prepare cases; Observed trials; met others in the legal justice system

evidence_experience: "Led finance transformation initiatives by developing tailored solutions to complex client challenges and partnering with FP&A teams and C-suite executives to align financial operations with strategic business objectives" and "Championed data governance initiatives, including chart of accounts redesigns and data integrations, across industries such as government con[tracting]" - all client-facing delivery, not internal firm ownership.

match_method: unresolved


Hugo Ortiz

firm: implid

headline: Consultant confirmé transformation finance & pilotage de la performance - implid - Lyon

about:
Agé de 26 ans, j’ai effectué mes premières expériences au sein de cabinets comptables de la région grenobloise.

Mon attractivité pour le métier de consultant m’a permis de réaliser une expérience au cœur du pôle conseil - finance d’un des cabinets Grenoblois. Cela m’a amené à accompagner au mieux des start-up et des PME sur tout type de mission financière.

Une expérience enrichie par le monde industriel chez Schneider Electric en tant que contrôleur de gestion production.

J’ai pour vocation d’accompagner mes clients de L’ETI à la GE dans les différentes étapes de leurs activités et dans leurs prises de décisions.

company: implid

position: FP&A analyst

company: Schneider Electric

position: Collaborateur consultant financier

company: AGORI

position: Chargé de clientèle

company: Arpej

position: Employé polyvalent

company: Groupe Casino

description: Employé polyvalent en boulangerie

position: Collaborateur comptable

company: In Extenso

description: Stage de deuxieme année de DCG

position: BNSSA

company: mairie de Voreppe

description: surveillant de baignade en période estivale

position: Stagiaire comptable

description: Stage de première année de DCG

evidence_experience: "J'ai pour vocation d'accompagner mes clients de L'ETI à la GE dans les différentes étapes de leurs activités et dans leurs prises de décisions" - client-facing finance consulting, plus FP&A analyst and contrôleur de gestion production roles, all finance/accounting focused.

resolved_account_name: implid


Ankur Agarwal

sourced_title: Data Science Consultant

firm: Beghou Consulting

headline: Data Scientist at Beghou Consulting

about:
Having 7+ years of experience in Data Science and Analytics (Python /ML. / SAS)

A cheerful and full of life person.

position: Data Science Consultant

company: Beghou Consulting

position: Associate Manager

company: Absolutdata Analytics

position: Senior Analyst

position: Statistical Programmer

company: Centreum

position: System Engineer

company: Tata Consultancy Services

evidence_experience: "Working at client site- ZS Associates, Gurgaon from Dec'18" - explicit client-site placement/delivery, no internal function ownership described anywhere in the history.

resolved_account_name: Beghou


Stefano Terzi

sourced_title: Senior manager - Big Data & Advanced Analytics

firm: Be Think, Solve, Execute S.p.A.

headline: Data Scientist: Machine Learning | Data Mining | Predictive Analytics | Artificial Intelligence | Consulting | Big Data

company: Be Think, Solve, Execute S.p.A.

position: Founder & Partner

company: 2C-To See srl

position: Senior Research Scientist

company: Semeion Research Center

evidence_experience: No description of internal function ownership; roles are Senior manager in Big Data & Advanced Analytics (consulting), Founder & Partner of own analytics firm, and Senior Research Scientist - all client-facing or research/technical delivery, not internal knowledge/AI governance ownership.


Wouter Borgions

publicIdentifier: wouter-borgions

sourced_title: Manager Risk Advisory

firm: BDO Belgium

headline: Manager | Risk Advisory at BDO Belgium

position: Manager Risk Advisory

company: BDO Belgium

position: Junior Manager Risk Advisory

position: Senior Risk Advisory

position: Studentjob Barman

company: Tc de Vloer

content:
Blij om als key-gebruiker van Fieldguide bij te dragen aan BDO’s journey om repetitieve taken met AI te automatiseren. Zo creëren we ruimte om ons te focussen op écht waarde-toevoegend werk. 🎯🤖

#Fieldguide #BDO #AI #efficiëntie

primary_strip: D

evidence_experience: Manager Risk Advisory @ BDO Belgium (Jan 2023 - Present); Senior Risk Advisory @ BDO Belgium (Oct 2020 - Oct 2022) - purely client-facing risk advisory titles with no internal function ownership described.

resolved_account_name: BDO Belgium


Daniel V.

sourced_title: Senior European Energy Risk Manager

firm: Trio

headline: Senior European Risk Manager at Trio

position: Senior European Energy Risk Manager

company: Trio

position: European Energy Risk Manager

company: Alfa Energy Group

position: Category Manager-Energy

company: YPO

position: Energy Trading and Risk Manager

company: ESPO - Public Sector Procurement

position: Senior Energy Trading and Risk Analyst

position: Energy Trading and Risk Analyst

position: Contracts Officer

position: Customer Resolution Manager

company: Santander UK

band_reasons: disqualified; company_concern

evidence_experience: Entire career progression is Energy Trading and Risk Analyst -> Manager -> Category Manager-Energy -> European Energy Risk Manager, all focused on energy risk/procurement, not knowledge management or AI.

resolved_account_name: Trio


Femke Kroes

sourced_title: Business Intelligence Specialist

firm: Berenschot

headline: Business Intelligence Specialist

position: Business Intelligence Specialist

company: Berenschot

position: Scrum Master

company: Vektis

position: Data Analist

position: Afstudeerproject

company: Stichting Philadelphia Zorg

position: Facilitair Assistent

company: TIAS School for Business and Society

position: Commissaris Externe

company: TC de Uithof

position: Student Ambassador

company: Universiteit Utrecht

position: Student Assistent

band_reasons: disqualified; ie_unclear; builder

evidence_experience: Business Intelligence Specialist @ Berenschot; prior Data Analist and Scrum Master @ Vektis - all individual-contributor technical/analytics roles with no stated ownership of an internal knowledge/AI/governance function.

resolved_account_name: Berenschot-Webinars


Jeppe Kjelkvist

sourced_title: Strategy & Transformation Analyst - emagine Group

headline: Strategy & Transformation Analyst at emagine Group | Chairman & Co-founder at Kjelkvist Foundation

company: emagine

position: Analyst - Consulting DK

position: Associate - Consulting DK

position: Chairman & Co-founder

company: Kjelkvist Foundation

description: Kjelkvist Foundation is a project I run together with my brother, raising funds for various charities, primarily by drawing on my expertise in vintage football shirts. Funds are raised mainly through networking events

position: Head of HR & Equipment

company: Sport Creates Memories

description: Together as a non-profit organization, we establish football clubs, run by volunteer locals who have committed to making a difference for children facing tough life conditions. We believe that football is more than just a game it’s a community, a togetherness that every child deserves to explore no matter the situation of their childhood.

position: Salgsassistent

company: Unisport A/S

position: Business Development Associate

company: Alulock

position: Feriearbejde | Sabbatår Fuldtid

company: Kjelkvist A/S

evidence_experience: "Analyst - Consulting DK @ emagine" and "Associate - Consulting DK @ emagine" - standard client-facing consulting titles with no internal function ownership described.


Joe Dymnioski

sourced_title: AI & Digital Strategy Developer

firm: Woven Health Collective

headline: AI & Digital Strategy Developer| Medical Communications SME| Workflow Automation & Multi-Agent Systems | Cross-Functional Team Leadership

about:
I’m a medical communications and operations leader with a passion for solving problems, improving workflows, and using AI to make teams more effective. Over eight years in client-facing and cross-functional roles, I’ve built a reputation for identifying gaps, designing solutions, and helping teams deliver high-quality work more efficiently.

During the last four years, I’ve been building AI-enabled tools that modernize how teams work ranging from a multi-agent editorial screening system to automated Gantt-chart generators, literature summarization tools, and workflow optimization frameworks. These tools have reduced manual effort, strengthened scientific accuracy, and improved visibility across timelines and deliverables.

I enjoy leading teams, refining processes, and developing training programs that make complex workflows easier. Whether partnering with medical, creative, editorial, or PM teams, I focus on collaboration, clarity, and operational excellence.

I’m currently pursuing roles in account leadership, digital strategy, and AI enablement where I can bring together my strengths in process optimization, cross-functional leadership, and applied AI to help organizations innovate and operate more efficiently.

position: AI & Digital Strategy Developer

company: Woven Health Collective

position: Account Director

company: FCB Health New York | An IPG Health Company

company: ProHealth | An IPG Health Company

position: Lead Project Manager

company: Vaniam Group

description:
• Identified a gap in internal training and created/facilitated training modules that receive very positive review from leadership and trainees.
• Participated in the Leadership mentorship program to aid in career path development for mentees.
• Examined team concerns surrounding internal communication during a product launch and formed a quick reference guide to outline how to simplify communications. This guide successfully defused the concerns and improved overall team communications.

position: Senior Project Manager

company: Havas Life

description:
• Created an innovative solution to organize project financial information that minimized human error and reduced cost by increasing employee efficiency.
• Achieved successful EUA (Emergency Use Authorization) and CMA (Conditional Marketing Authorization) for 5 Pfizer Covid related websites.

position: Program Manager

company: Axiom

description:
• Investigated errors in client deliverables and identified areas for improvement.
• Led the initiative to refine SOPs resulting in approval of multiple SOPs used by over 100 employees.
• Researched and implemented workflow management software for agency wide use and rolled out using a 6 month phased rollout plan.

company: ETHOS Health Communications

description:
• Integral member of KYMRIAH product launch management team and ensured successful deployment of promotional materials to marketing teams.
• Served as team lead for all MLR submissions across multiple platforms (Veeva, oMAP, eMAP). Resulting in a 90% MLR approval rating.
• Created and facilitated internal training for Workzone, an agency wide used workflow software and facilitated 20+ training for 100+ employees.

position: Program Coordinator

evidence_experience: "Over eight years in client-facing and cross-functional roles" and "Account Director @ ProHealth | An IPG Health Company" - career is client account leadership in a health communications agency, not internal firm KM ownership.


Lara N.

publicIdentifier: lara-nunes

sourced_title: Senior Data Scientist

firm: Keystone AI

headline: AI-Conscious Technologist | Former SWE @ Google Cloud | Data, Cloud, and Strategy

about:
I am driven by a deep curiosity about how technology intersects with compliance, strategy, and human-centered systems. With a background in software engineering and data automation at organizations like Google and Cape Cod Five, I’ve led efforts that spanned cloud infrastructure migrations, on-call training initiatives, and regulatory compliance projects. As a native Portuguese speaker, my work is also informed by an appreciation for bridging cultural and communication gaps. Now, I’m channeling that experience into the intersection of AI, policy, and ethics.

My approach to complex problems is to connect seemingly disparate fields, diving deep into a challenge until a solution emerges. I create frameworks that make complex systems not only understandable but also actionable. Whether I’m advising on automation policy or helping a team navigate ambiguity, my goal is to bridge the technical with the human.

I believe technology works best as a tool to expand human potential, not replace its basic capabilities. Currently, I am focused on the strategic and ethical implications of AI, from algorithmic fairness and accountability to a genuine commitment to responsible innovation. I am open to TPM, consulting, policy, and analyst roles that value systems thinking, rigor, and a genuine commitment to responsible innovation.

position: Senior Data Scientist

company: Keystone AI

position: Software Engineer, Cloud Interconnect

company: Google

description:
- Led the high-risk migrations, resolving key bugs and ensuring zero outages across hundreds of enterprise clients
- Designed and launched internal automation tools (Python, C++, Java) that improved deployment reliability and reduced manual work
- Built high-reliability infrastructure components supporting 99.9%–99.99% SLAs
- Led the development of migration-specific on-call training, improving team readiness for transitional infrastructure operations
- Collaborated cross-functionally with PMs,

position: Process Excellence Specialist II

company: The Cape Cod Five Cents Savings Bank

description:
Served as internal systems analyst and automation strategist, with a focus on regulatory compliance and operational efficiency.

- Developed SQL-based automation to track and manage COVID-19 loan deferrals in compliance with evolving federal guidelines
- Designed and deployed internal workflows for mortgage monitoring and document classification
- Build automation to correct and prevent errors across 160K+ mis-indexed documents in IBM AS400/DB2 system
- Collaborated with stakeholders to redesign

position: Process Excellence Specialist I

description:
Introduced SQL querying and automation frameworks to a traditionally manual environment, accelerating compliance and operations initiatives.

- Self-taught SQL and led adoption of direct querying against AS400/DB2 systems
- Build and improved workflows for document indexing, loan processing, and compliance checks
- Partnered with analysts and operations specialists to streamline operations through automation
- Supported data gathering for audit, lending, and executive decision-making

position: Systems Integration Intern

description:
Supported the Process Excellence team in building early-stage internal workflows and learning foundation systems architecture.

- Build a workflow to monitor eHELOC contract requirements, improving early compliance detection.
- Learned AS400 system structure and backend reporting architecture

position: English Second Language (ESL) Tutor

company: Self-Employed

description: As a private tutor, I developed a strong ability to simplify complex concepts and tailor my communication style to different learners, a skill I now use to advise on technical policy and strategy.

position: Legal Secretary

company: Law Offices of Gabriella Bonfim Moraes, Esq.

description: Worked in a high-stakes, detail-oriented legal environment, developing a deep appreciation for the importance of documentation and compliance. Gained expertise in managing sensitive records and ensuring legal standards were upheld--skills that directly apply to my work in regulatory automation and AI policy.

position: Intern

company: TopNotch Innovative Technologies

description: This internship provided me with foundational experience in software development and solidified my interest in building infrastructure on the back end.

band_reasons: disqualified; ie_unclear; company_concern; builder

evidence_experience: "Led the high-risk migrations, resolving key bugs and ensuring zero outages across hundreds of enterprise clients" and "Served as internal systems analyst and automation strategist, with a focus on regulatory compliance and operational efficiency" - both describe hands-on building/automation work, not ownership of a firm-wide knowledge/AI/governance function.


Brenda Potts

publicIdentifier: brendapotts

sourced_title: Digital Content Producer

firm: RedCloud Consulting Inc.

headline: Digital Content Producer at RedCloud Consulting

about:
18+ years of experience in the high-tech industry with an emphasis on digital marketing and content, account management, program and project management, creative, photo processing, content, documentation, print and web publishing.

I lead by example and am a business-savvy collaborative leader, comfortable managing marketing and research websites, localization, and creative efforts in fast-paced and demanding environments.

I’m a creative at heart, with an emphasis in travel and nature photography, and photo editing for web and print. My experience in visual design and publishing, along with a zest for learning new tools and technologies, give me an insider’s view into projects that I manage. I’m equally at home in Adobe Creative Suite and WordPress/HTML, and you’ll often find me elbow-deep in creating web graphics, updating websites, and retouching photos from recent travel adventures.

> Experienced entrepreneur and small business owner in the travel services industry, dedicated to personalized customer service.
> Passionate supporter (time, treasure, and talent) of local non-profits.

Client and vendor relations | Project management | Program management | Site management | Content management and strategy | WordPress and HTML | Process improvement | Information architecture | Graphic design | Photography/Editing | Creative problem-solving | Non-profit

position: Digital Content Producer

company: RedCloud Consulting Inc.

position: Web Content Producer

company: Denny Mountain Media

description: Managed and produced digital content for the Microsoft Research site (www.microsoft.com/research/).

position: Account & Project Manager

description: Managed concurrent short- and long-term digital and print marketing projects for Microsoft clients, including AI for Earth, Licensing, Procurement, and Microsoft Research; managed account and client relationships, created and improved engagement and workflow processes, developed new business, and maintained overall client satisfaction; provided site management, web design, photography, and production support for large and small Microsoft sites and DennyMountain.com.

position: Co-owner (retired)

company: Mountain to Sound Motorcycle Adventures

description: Managed financials and marketing, as well as customer service for motorcycle rental and touring clients from around the world; designed highly customized trip-plans for guests; through word-of-mouth referrals, drove a 5x increase in annual sales and 4x increase in rental inventory in the first eight seasons; published a touring article in Moto-Euro Magazine.

position: Board of Directors (retired)

company: Starlight Children's Foundation of WA

description: Volunteer; Board member from 1999 – 2011, two of those years as Board President; responsible for governance, including strategic planning and fiscal growth; coordinated and successfully executed high-visibility fundraising events, including galas, auctions, and golf tournaments.

company: Excell Data

description: Defined, managed and drove growth of a worldwide “personal” customer support program that paired third party Independent Software Vendors (ISVs) directly with Microsoft employees, resulting in increased partner satisfaction for Microsoft; managed content and user experience for MSDN ISV Zone website and forums; coordinated developer training days across Microsoft subsidiaries worldwide.

position: Designer/Production Specialist

company: Microsoft

description: Designed and produced online and print projects for Microsoft Windows and Internet Explorer (English and localized versions); coordinated and streamlined localization processes for simultaneous releases with peers in Microsoft subsidiaries; managed and mentored creative and production team.

evidence_experience: "Manage and produce digital content for the Microsoft Research site (www.microsoft.com/research/)."

resolved_account_name: RedCloud Consulting


Emily Davis

publicIdentifier: emilyellendavis

sourced_title: Learning Experience Specialist

firm: J.S. Held LLC

headline: Learning Experience Specialist

about: Corporate learning and development specialist with 10+ years’ experience in diverse learning spaces, adult education, and compliance-based design. Proven track record in managing large-scale learning projects, driving participant engagement, and ensuring regulatory compliance in corporate settings. Excels in leading teams with passion and anticipating the needs of a matrixed organization.

position: Learning Experience Specialist

company: J.S. Held LLC

description: Support firmwide Talent Development initiatives by enhancing the end‑to‑end learner experience across J.S. Held. Collaborate with Talent Development colleagues, HR Operations, and subject matter experts to design learner pathways, curate and produce digital learning content, support learning operations and LMS effectiveness, and assist with learning communications, reporting, and continuous improvement efforts.

position: Independent Learning & Systems Consultant

company: Emily Ellen Davis Consulting

description:
I work with community-based and civic organizations to design training, tools, and coordination frameworks for operating in complex, high-pressure environments. My work focuses on translating real-world challenges into clear, usable guidance through virtual training, decision-support tools, and plain-language materials.

To date, my materials have reached 3,000+ people across 20+ networks, and I’ve delivered 10+ live trainings to audiences ranging from small onboarding groups to 100+ participant

position: Learning Implementation Project Manager (Senior Associate)

company: Grant Thornton Advisors LLC

description:
At Grant Thornton, I led national learning programs across Tax, Audit, and Consulting, managing $300K+ budgets and 1,300+ hours of programming annually. I collaborated with cross-functional teams—including SMEs, delivery specialists, and stakeholders—to deliver virtual, in-person, and hybrid learning experiences to audiences of up to 2,000 learners.

I owned the end-to-end implementation process: scheduling, LMS setup, communications, attendance tracking, feedback collection, and compliance docu

position: Educator

company: Lincoln Park Zoo

description: Designed and facilitated experiential learning programs for children ages 2–12. Focused on inclusive, nature-based education and adapting content for diverse learners.

position: HR Manager + ESL Director

company: Gourmet Gorilla, Inc. Good Food For Kids

description: Developed and delivered training content for a diverse workforce of 120+ employees. Created digital and print materials to support onboarding and compliance. This role strengthened my ability to communicate clearly across teams and adapt learning to operational environments.

position: Curriculum Designer

company: HANA Center

description: Developed and delivered curriculum for adult ESL learners, aligned with USCIS standards. Achieved 80–90% improvement in literacy assessments. This role deepened my passion for adult learning and inclusive education.

position: Center Director

company: Language Stars

description: Managed a team of 20+ instructors and led operations for a high-performing language center. Oversaw hiring, training, and customer engagement for 100+ families. Built foundational skills in leadership, communication, and program delivery.

position: English Instructor

company: Language Schools

description: Taught English to students of all ages in Japan and Spain over four years, designing engaging lessons and adapting instruction to diverse learning styles and cultural contexts. Built strong communication skills, cross-cultural awareness, and a deep appreciation for learner-centered education — all of which continue to inform my work in adult learning and program implementation.

content: I'm pleased to share that I’ve joined J.S. Held LLC as a Learning Experience Specialist on the Talent Development team. I’m excited to support firmwide talent development initiatives by helping design and deliver engaging, accessible learning experiences that support capability building and professional growth. Grateful to be part of such a collaborative, values‑driven organization!

internal_vs_external: internal

evidence_experience: "Support firmwide Talent Development initiatives by enhancing the end-to-end learner experience across J.S. Held" and prior role "led national learning programs across Tax, Audit, and Consulting" - all L&D/training delivery, not knowledge-base/IP-reuse ownership.

resolved_account_name: J.S. Held LLC


Kushal Pondugula

publicIdentifier: kushal-pondugula

sourced_title: Data, Analytics, and AI Consultant

firm: Thought Logic Consulting

headline: Data, Analytics, and AI Consultant at Thought Logic | MSCS at Georgia Tech

about:
I am a Data Engineer passionate about building reliable and scalable data solutions that enable data-driven decision-making. My experience includes designing and maintaining data pipelines, developing ETL processes, and transforming complex datasets into trusted business insights. I enjoy leveraging SQL, Python, cloud technologies, and automation to improve data quality, streamline workflows, and support analytics across organizations.

I am committed to continuous learning and staying current with modern data engineering practices. I thrive in collaborative environments where I can solve complex data challenges, optimize processes, and deliver impactful solutions that help businesses unlock the full value of their data.

I welcome opportunities to connect with like-minded professionals and organizations who are passionate about data, technology, and solving complex business challenges through innovative solutions.

position: Data, Analytics, and AI Consultant

company: Thought Logic Consulting

position: Data Engineer

company: Hyundai Motor Group Metaplant America (HMGMA)

description:
• Architected and led the deployment of a global data lake utilizing a multi-node ELK stack (Elasticsearch, Logstash, Kibana) to centralize and manage over 50TB of large-scale log and event data from various networks and robotics linux servers

• Designed and migrated scalable data pipelines using Azure Data Factory to automate the extraction, transformation, and loading (ETL) of structured and unstructured data from diverse sources into Azure Cloud data storage solutions

• Developed and mainta

position: Student Engagement Ambassador

company: The University of Georgia

description:
• Led weekly phone meetings engaging with more than 100 UGA alumni and potential donors, skillfully building and nurturing relationships while soliciting support from a broad network of prospects

• Demonstrated strong leadership in cultivating and sustaining professional relationships with clients, emphasizing clear, concise, and persuasive verbal and written communication

position: Online Grocery

company: Walmart

evidence_experience: "Architected and led the deployment of a global data lake utilizing a multi-node ELK stack... Designed and migrated scalable data pipelines using Azure Data Factory..."

resolved_account_name: Thought Logic Consulting


Praveen Kumar

sourced_title: Content Creator

firm: Primus Partners Pvt Ltd

headline: Video Editor | Graphic Designer | Content Creator

about: I'm a passionate video editor & graphic designer with hands-on experience from Oxford Institute, New Delhi. I also have a good command of MS Office tools like PowerPoint, Excel, and Word. I’ve worked on freelance projects like weddings, events, and reels — including work for influencers, companies, startups & many individual clients. Currently working with Primus Partners as a vendor in NIHFW, where I handle media production designing, editing Responsibilities & covering events. I have also worked with BRICS, DoYA & DoT team and helped them to design their compendium & booklet. I’m also regularly learning new AI softwares to ease my work in a better way.

position: Editor

company: Freelance

position: Freelance Video Editor

company: Self-employed

description: I’ve worked on freelance projects like weddings, events, and reels — including work for Zikkr Band and Bharti Airtel Foundation. Provided high-quality content for them.

position: Content Creator

company: Primus Partners Pvt Ltd

description:
Freelance Content Creator (Vendor Contract)

Primus Partners – National Institute of Health and Family Welfare (NIHFW)

Currently engaged under a vendor contract for Primus Partners, where I handle end-to-end content creation for NIHFW events. My responsibilities include on-ground coverage, photography, videography, and post-production editing for social media and digital platforms. I ensure timely and high-quality content delivery aligned with the communication goals.

content:
Not a movie trailer for an actual movie

just an experiment with AI generation.

Produced with Google Flow AI

Every clip here was AI-generated, then edited together into this short sequence. The tools are getting good enough that the line between “shot” and “generated” is getting blurry.

Sharing this mainly to show how far AI-Generation has come.

#AI #Omniflash #CreativeAI #FutureOfContent

content:
This is a game-changer for the Motion Graphics field.

I’ve been using Flow AI - the free version - and honestly, it’s impressive & too creative.

You get 50 credits per day for free, and a 10-second video generation costs around 15 credits . That means you can generate 3+ videos daily without spending a rupee.

Pro tip for those who don’t want to go paid: create 3-4 different email IDs and use th

content:
Hi everyone,

I’m looking for a new role and would appreciate your support. If you hear of any opportunities or just want to catch up, please drop a message or comment below. I’d love to reconnect. #OpenToWork

What I’m looking for:
Editor, Graphic Designer, Freelance Videographer, Freelance Photographer, and Social Media Manager roles.

I’m open to roles in West Delhi, New Delhi, and South Delhi.

content:
Simples creatives are boring now.

See the magic of AI, just paste a prompt with your creatives and it will deliver the best outcome for your poster.

The quality improvement is incredible, it truly brings the poster to life. It even syncs the beat perfectly with the video, the timing is just spot on

Pick your poster and add a great prompt and watch the magic happen in 5 minutes.

And the best pa

content:
I know video editing and videography are two different fields, as a graphic designer and video editor, I also want to develop my knowledge in videography.

And nowadays I think it's important to try everything so you can expand your experience and knowledge.

Recently I shot some cinematic videos and tried to make a short story.

Shot on - iPhone 17
Edit & Color Grade - Premire Pro

This is "Chap

evidence_experience: "handle end-to-end content creation for NIHFW events... on-ground coverage, photography, videography, and post-production editing for social media and digital platforms"

resolved_account_name: Primus Partners Pvt Ltd


Alex J. Houston, JD, CHC

publicIdentifier: alexjhouston

sourced_title: Manager; Pinnacle Compliance Advisory Program (PCAP) Director

firm: Pinnacle Healthcare Consulting

headline: Manager at Pinnacle Healthcare Consulting | Healthcare Compliance Professional

about:
Goal-oriented professional with a Juris Doctorate and certification in healthcare compliance and experience including consulting, project management, and compensation valuation for hospitals and health systems across the United States.

Talented problem-solver and leader with expertise in healthcare valuation and advisory services, data analysis and employee management.  Highly skilled in developing and maintaining strong client relationships focused on maximizing performance goals and business objectives.

company: Pinnacle Healthcare Consulting

position: Manager

company: HealthCare Appraisers, Inc.

description: Provided consulting and valuation services for clients nationwide, including hospitals, health systems, law firms and physician practices.  Project management of healthcare valuation analyses, including compensated call coverage arrangements, physician employment arrangements, income guarantees/subsidies, telehealth arrangements, professional services agreements and medical director compensation.  Responsible for managing staff, project budgets and timelines, and overall achievement of project g

position: Senior Associate

position: Analyst

position: Law Clerk

company: Muchnick Haber Margolis, LC

description: Draft pleadings, interrogatories, subpoenas, document requests and responses, and index depositions for civil litigation. Conduct extensive legal and factual research for trial attorneys in personal injury, product liability and insurance law.

company: Stange Law Firm, PC

description: Updated and maintained the electronic files for client access; also organized and managed the clients’ physical files for staff attorneys. Drafted briefs, complaints, pretrial motions, and memoranda. Streamlined the retention protocol for former client files; responsible for the daily administrative duties.

position: Research Intern

company: Consumer's Council of Missouri & Missouri Foundation for Health

description: Assisted former Affordable Care Act implementation director for the Department of Health and Human Services (HHS) Jay Angoff on health insurance rate-review project. Analyzed 2015 health insurance rate filings and contributed research for a Freedom of Information Act (FOIA) request for Rate Filing Justifications from HHS; research and FOIA request used in litigation against health insurers not complying with the Affordable Care Act.

company: Law Offices of Charles H. Johnson, PA

description: Responsible for interviewing clients and collecting medical records for attorneys handling national mass-tort product liability litigation. Managed deficiency responses, drafted medical record summaries and reviewed discovery documents. Performed legal research; drafted briefs, trial motions, memoranda and other litigation documents.

content: This was a GREAT session Raul G. Ordonez III and Lynn Barrett!  The theme was fantastic and you all knocked it out of the park!

content:
I enjoyed co-authoring this article on the Rural Emergency Hospital model and its implications for provider compensation.

As care delivery shifts, compensation models must evolve to reflect coverage, availability, and the realities of rural markets.  Thoughtful design can help support #compliance, sustainability, and access to care.

If your organization is evaluating the #REH model, please reach

content:
The Health Care Compliance Association (HCCA) #CI30 is off to a fantastic start!  Sitting in the opening general session this morning, it hit me that I too have a milestone to celebrate at this year's conference - 10 years since my very first attendance and passing the CHC certification exam!

Excited to see what it's in store the next two and a half days!

"Belief can turn #compliance into colla

content:
Day three at the Health Care Compliance Association (HCCA) Compliance Institute is off to a strong start with an informative update from T. March Bell of the HHS Office of Inspector General. Excited to continue learning and engaging with industry leaders!

#HCCA #CI30

content: Excited for the Health Care Compliance Association (HCCA) #CI30 in Orlando next week. If you are attending, feel free to reach out or stop by the Pinnacle Healthcare Consulting booth. Looking forward to connecting!

evidence_experience: "Provided consulting and valuation services for clients nationwide, including hospitals, health systems, law firms and physician practices." and "Responsible for managing staff, project budgets and timelines, and overall achievement of project goals and client satisfaction."

resolved_account_name: Pinnacle Healthcare Consulting


Oviya Santheepan

sourced_title: Senior AI Consultant

firm: Newton

headline: Senior AI Consultant @ Newton

position: Senior AI Consultant

company: Newton

position: AI Consultant

position: Digital Consultant

position: Data Science Intern

company: MICHELIN Connected Fleet

description: Worked on an active project involving data cleaning and pre-processing, feature engineering and model training and testing. Presented results both within the team and to wider stakeholders.

position: Placement at Daresbury Laboratory

company: STFC

description:
1-week placement obtained through a competitive application process.
Worked in the Accelerator and Science Technology Centre (ASTeC).
Used optical software to simulate laser beam propagation and design a configuration of lenses to suit a specific application.

position: Software Engineering Placement

company: NEC Corporation

description: 1-week placement in which I worked on a project involving modifying source code to design and configure a system to measure distances.

evidence_experience: No experience entries describe ownership of an internal knowledge, AI-adoption, or governance function; all roles are client-facing consulting or internship work (e.g., "Worked on an active project involving data cleaning and pre-processing... Presented results... to wider stakeholders").


Andreas Egholm Larsen

publicIdentifier: aegholml

sourced_title: Senior Information Security Specialist

firm: Prosci

headline: Senior Information Security Specialist at Prosci

position: Senior Information Security Specialist

company: Prosci

description:
In this position I am responsible for;
•	Information Security.
•	Data Security.
•	Network Security Design.
•	Compliance.
•	Incident Response Management.
•	Automation of M365 Security Procedures.
•	Backend Data Governance.
•	AI Tools Exploration and Implementation.
•	Provide Infrastructure SME in Agile Teams
•	Infrastructure Management
•	Knowledge Management

position: ICT Manager

position: ICT Lead

position: Digital Lead

position: IT Project Manager

position: Chairman of the Board

company: Bk. Olympia 1921

description: Voluntary work at NGO

position: Project Manager

company: CLOUDEON

position: Sales Consultant

company: Bikesport & Holbæk Cykelcenter

content:
From time to time, I find myself a bit perplexed by my industry's ongoing obsession with passwords and the way we talk about them.

Don´t get me wrong, passwords are still great as a first barrier point for outside actors to cross. It provides a first line of verification at low opportunity cost for the organization and the end-user, while adding complexity to the process that a bad actor must cr

disposition: QUALIFIED

primary_strip: B

evidence_experience: "Information Security. Data Security. Network Security Design. Compliance. Incident Response Management. Automation of M365 Security Procedures. Backend Data Governance. AI Tools Exploration and Implementation. ... Infrastructure Management. Knowledge Management" - this is a broad internal ownership remit covering security, data governance, AI adoption and knowledge management for Prosci itself, built on prior roles as ICT Manager and ICT Lead at the same firm.

resolved_account_name: Prosci


Jaime Capron

publicIdentifier: jaimecapron

sourced_title: GHG Data Collection and Analysis

firm: The Cadmus Group

headline: International Environmental Management and Climate Resilience Professional

about: I am a dynamic sustainability professional with 8 years of experience leading complex, multi-year environmental and climate initiatives across public and private sectors. Having served in both project management and technical lead roles, my work spans greenhouse gas emissions accounting, corporate sustainability reporting, climate resilience, biodiversity conservation, and environmental and social safeguards. An experienced team leader, I excel at working across functions to embed sustainability into operations, empower teams, and deliver measurable outcomes.

position: Project Coordinator, Environment and Climate Specialist

company: The Cadmus Group

description:
US Trade and Development Agency Subic-Clark-Manila-Batangas Railway Technical Assistance Activity

- Coordinate day-to-day implementation of a USTDA-funded railway technical assistance project, managing monthly reporting, financial management, and schedules while liaising with subcontractors, consultants, and government, multilateral development partners, and private-sector stakeholders.
- Lead development of the railway project’s climate risk and vulnerability analysis, assessing climate hazard

position: GHG Data Collection and Analysis

description:
Cadmus Annual GHG Emissions Inventory

- Lead end-to-end greenhouse gas data collection, validation, and analysis for Cadmus’ annual emissions inventories across 15+ U.S.-based and global offices, ensuring accuracy, consistency, and alignment with organizational sustainability commitments.
- Design and implement process improvements to streamline multi-office data collection workflows, strengthen data quality controls, and improve the efficiency and reliability of annual GHG reporting.
- Partner

position: Associate

description:
Department of Environmental Conservation (DEC) and New York State Energy Research and Development Authority (NYSERDA) New York State Mandatory Greenhouse Gas (GHG) Reporting Rule

- As a contributor to a team of 12, supported large-scale analysis of greenhouse gas regulatory data, reviewing and synthesizing 3,000+ public comments to support development of New York State’s mandatory GHG reporting rule, a foundational step toward a $3–$6B/year cap-and-invest program.
- Translated highly technical

position: Research Lead

description:
Foreign, Commonwealth & Development Office (FCDO) Invest Salone - Carbon Credit Market Community Engagement Strategy for Sierra Leone

- Lead research to gather, analyze, and synthesize data for the Strategy, ensuring it reflects local context, environmental factors, and community priorities while aligning with broader carbon credit market needs.
- Collaborate with clients and in-country stakeholders to design comprehensive stakeholder consultation guidance, aimed at collecting valuable feedback

description:
USAID Eastern and Southern Caribbean Policy and Regulatory Reform for Resilience (PROSE) Activity

- Managed a $5.9M program focused on climate adaptation and disaster risk management across 11 Eastern and Southern Caribbean countries, delivering high-impact resilience initiatives.
- Led a geographically dispersed team of 15+ professionals, collaborating to prioritize, design, scope, and implement multiple, complex climate resilience and disaster risk management activities.
- Partnered with in-r

position: Senior Analyst

position: Analyst

position: Research Analyst

internal_vs_external: mixed

band_reasons: disqualified; ie_mixed

evidence_experience: "Lead end-to-end greenhouse gas data collection, validation, and analysis for Cadmus' annual emissions inventories across 15+ U.S.-based and global offices" - this is internal GHG reporting for the firm's own carbon footprint, not knowledge/IP-reuse/AI-on-knowledge-base ownership; it is adjacent operational/compliance work, and the rest of the experience (PROSE, Invest Salone, DEC/NYSERDA, Cadmus-Clark railway) is squarely client-delivery consulting work for external donors/clients.


Jeremy Verbrugghe

publicIdentifier: jeremy-verbrugghe

sourced_title: Manager, Learning & Development

firm: Optimus SBR

headline: Manager, Learning & Development at Optimus SBR

position: Manager, Learning & Development

company: Optimus SBR

position: Senior Associate

position: Client Relationship Manager

company: n-gen People Performance Inc.

description:
n-gen is the training partner of choice for industry leaders, providing solutions for managing generational differences in the workplace.

We deliver keynote presentations and workshops as well as engage in HR consulting projects, acting as a resource you can leverage to implement your people development strategy.

Client portfolio includes: Bell, BMO, Brookfield, Boston Pizza, Cisco, Clorox, DeBeers, Freddie Mac, ICSC, Morguard, Ontario Public Sevice, Panasonic, RBC, Samsung, SickKids, TJX, Uni

position: Account Manager

company: Workopolis

description:
Key Actions & Responsibilities:

◦  Drove digital recruitment solution sales and growth of existing and prospective accounts

◦  Analyzed client needs, recruitment strategies and business trends, delivering solution    recommendations that aligned with their objectives

◦  Collaborated with internal resources to leverage subject matter expertise

◦  Initiated a prospecting plan, creating a lead gen system in a results focused sales organization

evidence_experience: "n-gen is the training partner of choice for industry leaders, providing solutions for managing generational differences in the workplace... I devise and execute our business development strategy with prospective and ex[isting clients]"


Demba SY

publicIdentifier: demba-sy

sourced_title: Data Analyst - BPCE SI

firm: Argain Consulting Innovation

headline: Consultant Data chez Argain Consulting Innovation

about:
Passionné par les données et les nouvelles technologies, je suis actuellement consultant Data avec 5 ans d'expérience dans l'analyse et l'intégration de solutions décisionnelles chez Argain Consulting Innovation.
Je suis actuellement une formation JAVA chez OpenClassrooms.
Mon objectif est de combiner mes compétences en data et en développement pour concevoir des solutions innovantes.
Je suis toujours curieux d'apprendre et de relever de nouveaux défis dans les domaines de la tech et de l'innovation.

position: Data Analyst - BPCE SI

company: Argain Consulting Innovation

position: Data Engineer - BPCE SI

description:
Dans le cadre des projets Refinancement et Titrisation du groupe BPCE, j'ai contribué à la sécurisation et à l'optimisation des outils de pilotage permettant la mobilisation et la cession des créances, tout en améliorant l'efficacité des processus.
o Optimisation des outils de pilotage pour une gestion sécurisée des créances en garantie.
o Analyse, conception et documentation des besoins métier en mode Agile.
o Développement et automatisation des workflows ETL avec DataStage et SAS.
o Mise en œu

position: Data Analyst - MAAF

description:
Afin d'améliorer la fiabilité des données et d'optimiser le temps de traitement, j'ai automatisé le suivi des actions des conseillers en centralisant les informations via Excel.

o	Recueil des besoins métier et conception des formulaires Excel.
o	Automatisation de l'importation des données depuis SharePoint via VBA.
o	Création d'un tableau de bord commun pour toutes les agences.

position: Analyste pricing

company: Arval BNP Paribas Group

evidence_experience: "Dans le cadre des projets Refinancement et Titrisation du groupe BPCE, j'ai contribué à la sécurisation et à l'optimisation des outils de pilotage" - client delivery work with no internal function ownership.

resolved_account_name: Argain Consulting Innovation


Valentina Pandolfi

sourced_title: Senior Data Analyst

firm: Arsenalia

headline: SAP Analytics Senior Consultant

about: Experienced Business Intelligence Consultant with a demonstrated history of working in the information technology and services industry. Strong business development professional skilled in SAP BO Suite, BODS, SAP HANA, SAP Datasphere, SAP HANA Cloud, SAP NetWeaver Business Warehouse (SAP BW), SQL, Oracle Database, SAP SuccessFactors and SAP Business Planning and Consolidation.

position: Senior Data Analyst

company: Arsenalia

position: Senior Business Intelligence Consultant

company: ccelera

position: Senior SAP BI Consultant

company: Altevie Technologies

position: promoter

company: Insider

evidence_experience: "Experienced Business Intelligence Consultant with a demonstrated history of working in the information technology and services industry" and successive roles as "Senior Business Intelligence Consultant" / "Senior SAP BI Consultant" - all client-facing technical delivery roles.

resolved_account_name: Arsenalia


Sofia Neher

publicIdentifier: sofia-neher-star-cooperation

sourced_title: CEO

firm: STAR COOPERATION GmbH

headline: ⭐ Become a STAR in the service industry | Apply now! | CHRO Star Cooperation GmbH

about:
Mit einem Medizinstudium in die Beratungs- und Dienstleistungsbranche?

Geht gar nicht! Oder doch?

Ich bin der Meinung, dass nicht das Fach, sondern die persönliche Eignung einen großen Faktor in der Berufswahl ausmacht.

Nach dem Studium stand meine Familie im Vordergrund meiner Bemühungen, da ich meinen Fokus voll und ganz auf meine zwei Kinder richtete.

Danach trat ich die HR-Leitung im Familienunternehmen an, mit dem Bewusstsein, dass mir eine große Aufgabe bevorsteht.

Ich hatte schon immer die Maxime, dass ich Dinge neu denken möchte und auch große Aufgaben mich eher motivieren, als abschrecken.

Außerdem begeistert mich die Arbeit mit Menschen und ihren individuellen Herausforderungen bereits seid dem Medizinstudium.

Als HR-Leitung & Nachfolgerin im Familienunternehmen sorge ich deshalb für die richtige Aus- und Weiterbildung der Mitarbeiter und verantworte unsere verschiedenen Recruitingkanäle für die richtigen STARS.

Möchtest du mehr zu Star Cooperation und unseren Einstiegsmöglichkeiten erfahren? Dann schreib mir hier auf LinkedIn eine Nachricht.

🌍 karriere.star-cooperation.com
📧 Oder schreibe mir direkt eine Nachricht!

position: CEO

company: STAR COOPERATION GmbH

description:
Schon mal davon geträumt, STAR zu werden?

Mit uns kannst du es werden!

Als familiengeführtes Unternehmen in der zweiten Generation haben wir eine einzigartige Stellung in der Dienstleistungsbranche.

Wir bieten unseren Kunden ganzheitliche Lösungen an, die von der Konzeption in diversen Branchen und Nischen bis zur Durchführung ganzer Projekte gehen.

In den Bereichen After Sales, Digitalisierung und Fahrzeugelektronik bündeln unsere Mitarbeiter Synergien und vernetzen Kompetenzen durch unsere

evidence_experience: "Als HR-Leitung & Nachfolgerin im Familienunternehmen sorge ich deshalb für die richtige Aus- und Weiterbildung der Mitarbeiter und verantworte unsere verschiedenen Recruitingkanäle für die richtigen STARS."

resolved_account_name: STAR COOPERATION USA, Inc.


Silvia Moro

sourced_title: AI Lead

firm: Be | Shaping the Future

headline: Senior Data Scientist presso Be | Shaping the Future Italy

position: AI Lead

company: Be | Shaping the Future

position: Senior Data Scientist

position: Data Scientist at Accenture Risk Analytics Center of Excellence (A>RACE)

company: Accenture

company: Deloitte

position: Addetto servizio accoglienza

company: Adecco Italia

position: Analista di mercato

company: Cerved Group SpA

evidence_experience: "Data Scientist at Accenture Risk Analytics Center of Excellence" and "Information Management & Analytics Analyst @ Deloitte" - both individual-contributor technical/analytics delivery roles, no ownership of internal firm knowledge/AI function described

resolved_account_name: Be | Shaping the Future


Erin Sullivan

headline: Commercial and Compliance Business Partner | Driving Commercial Awareness | Q5 Ltd | London

position: Business Support Coordinator

position: Office Assistant

position: Data Administrator

company: Netlaw Media Ltd

description: Netlaw Media is a UK based legal media and events organisation providing world-class media, websites, events, exhibitions, conferences and training programs to the UK, European and Global legal sectors.

position: Sales Assistant

company: Next

company: Primark

position: English Language Assistant

company: British Council

position: Administrative Assistant

company: S. Walsh & Sons Ltd

evidence_experience: Progression: Office Assistant -> Business Support Coordinator -> Commercial and Compliance Business Partner, no knowledge/AI/IP-reuse ownership described.


Zhou Yang

sourced_title: Principal Research Scientist

firm: Avalere Health

headline: Principal Research Scientist  at Avalere Health

about:
Many of the most persistent challenges in healthcare are not technical, but structural, which are rooted in misaligned incentives, fragmented accountability, and financing mechanisms disconnected from real-world delivery.

I am a health economist whose work focuses on addressing these failures across health policy, financing, and delivery, and finding solutions with rigorous analytical method applied to real world data. My perspective is shaped by hands on experience spanning academia, international financing, non-profit advocacy, and both payer and provider roles within the private sector.

Beyond healthcare, I am a self-taught photographer passionate about travel, nature, and lifestyle documentary storytelling. I approach visual narratives with the same curiosity, discipline, and systems thinking that I apply to complex healthcare problems: observing and discovering underlying patterns, context, and human behavior.

position: Principal Research Scientist

company: Avalere Health

description:
• Led analytics and evidence strategy for Avalere’s policy and market access practice, driving >$10M in new business across federal policy, payer strategy, and therapeutic-area commercialization.
•  Designed repeatable analytic frameworks and tools to streamline modeling workflows, reduce delivery time by 30%, and drive sales growth through faster client decision-making.
• Directed cross-functional project teams to deliver high-stakes engagements for pharma, provider, and private equity clients,

position: Principal

description:
• Led evidence-based health policy research and communication with private sector clients and government, specializing in Medicare policy, Part D, Medicare Advantage, Inflation Reduction Act, private equity acquisition of physician practice, and anti-trust.
• Mentored junior staff in Real-World Data (RWD) analysis and modeling, contributing to the development of market access strategies, policy discussion white paper, peer-reviewed publications, and news release.
• Collaborated with the market a

position: Principal Health Economist

company: Omada Health

description:
• Led the health economics research team at Omada Health, designing and executing digital care research projects.
• Provided real world evidence to showcase the value of digital care to a wider audience via webinar that reaches more than 50 client organizations, three peer reviewed publications on top ranking health services journals, and panel discussion at conferences
• Consulted with the sales team on ROI estimation, sales strategy, and collaboration with payers on ROI estimation

position: Senior Health Economist

company: American Board of Family Medicine

description:
• Led the health economics research team to develop an AI/ML research portfolio for primary care transformation.
• Collaborated with academia on research grants and peer-reviewed publications.
• Supported the policy advocacy group with evidence-based research.

position: Health Policy Consultant

company: World Bank Group

description: Led the health financing reform consulting in East Asia and Pacific Region. Built PPP collaboration to design and reform the healthcare financing system to incentivize implementation of healthcare technology with high value

position: Research Consulting Lead

company: Humana

description:
Provided technical support to clinical strategy team and health affair team to advocate value based care

Lead the collaboration with academia on healthcare delivery research addressing population health, health equity, and the social determinants of health

position: Assistant Professor

company: Emory University

description: Conducted health policy research and consulted 114th and 115th Congress on Medicare financing reform

content:
Well, this is a first.

I spent the early morning of my Saturday photographing Southern Contemporary Ballet.

The assignment: promotional photos for their upcoming Halloween production: After Dark.

We had a plan, a shot list, and a little over an hour. We got what we needed and still had time to hit the Alpharetta Farmers Market by 8:45. Very consultant of us.

And today, one of my photographs be

content:
A little Dolly from one Southern working woman:

I try to be a steel magnolia when things don’t go my way.

I know when to say “I Will Always Love You” to my children, its when I replace dinner with Uber Eats pizza.

And when it’s 9 to 5 ,actually, around the clock when you’re a policy wonk, I pour myself a cup of ambition (actually, coffee), say “Lord have mercy,” and get the job done.

Big hair,

content:
Some summer moments：from the Blue Ridge Mountains to New England.

This summer took me from the Blue Ridge Mountains to Vermont's Green Mountains, from small New England towns to historic college campuses.

What stayed with me wasn't just the scenery, but the people, the local culture, and the communities along the way. A conversation with a college student, an unexpected encounter with a black be

content:
Every season announcement from art organization represents far more than a list of productions. Behind it are months of artistic planning, coaching, rehearsal schedules, fundraising, volunteers, and countless people working together to create something that only exists for a few nights on stage.

Over the past year, I've developed a new appreciation for what it takes to sustain a regional ballet c

content:
No grand reflections this Mother’s Day.

Somewhere between work, photography, long runs, one kid talking about engineering grad school, and another planning passion projects for college applications and finally showing genuine interest in healthcare, I quietly realized they no longer need me to hold everything together all the time.

Just gratitude for two kids who are growing into themselves, and

evidence_experience: "Led analytics and evidence strategy for Avalere's policy and market access practice, driving >$10M in new business across federal policy, payer strategy, and therapeutic-area commercialization." and "Directed cross-functional project teams to deliver high-stakes engagements for pharma, provider, and private equity clients" - all client-facing delivery work, no internal function ownership.


Elena Gorbova

publicIdentifier: elenagorbova

sourced_title: Senior Manager Financial Risk Management

firm: Prometeia

headline: Manager Financial Risk Management at Prometeia

about: My expertise regards mainly the definition and implementation of ALM and Treasury risk processes, solutions and methodologies in European banks and not only ,with a particular focus in Interest Rate Risk of the Banking Book (IRRBB) ,Market Risk and valuation modelling, Operational and Structural Liquidity Risk and Fund transfer pricing (FTP) and risk allocation.

company: Prometeia

position: Manager Financial Risk Management

position: Senior Consultant Financial risk management

evidence_experience: "My expertise regards mainly the definition and implementation of ALM and Treasury risk processes, solutions and methodologies in European banks" - this is service delivery to external bank clients, not internal firm knowledge/AI ownership.

resolved_account_name: Prometeia