Matt M.

publicIdentifier: matt-mizrahi

sourced_title: Information Security Analyst

firm: Charles River Associates

headline: Information Security Analyst at Charles River Associates

position: Information Security Analyst

company: Charles River Associates

position: Security Operations Center Analyst

company: Systems Engineering

position: Apple Certified Mac Technician

company: Necessary Technology

position: Technology & Research Assistant

company: University of Southern Maine

position: Network Administrator

position: Grocery Team Member

company: Whole Foods Market

position: IT Support Technician

company: South Portland School Department

evidence_experience: Progression: SOC Analyst, IT Support Technician, Network Administrator, Apple Certified Mac Technician - all hands-on IT/security operations roles with no evidence of owning or leading a firm-wide knowledge, AI, or governance function.

resolved_account_name: Charles River Associates


Dr. Eric Tobias Henn

sourced_title: Legal & Compliance  Lead

firm: zeb consulting

headline: Legal & Compliance Lead bei zeb

position: Legal & Compliance  Lead

company: zeb consulting

end: Present

position: Customer Management Responsible

position: Produktmanager

disposition: DISQUALIFIED

internal_vs_external: unclear

role_nature: other

band: review

band_reasons: disqualified; ie_unclear

evidence_experience: Customer Management Responsible: Marketing für die Softwarelösung zeb.control sowie Vertragsmanagement; Produktmanager: Inhaltliche Weiterentwicklung der Controllingsoftware zeb.control

in_612: no

in_575: no

suppressed: no

match_method: unresolved


Markus Mainka-Klein

sourced_title: Head of Governance, Risk, Compliance (GRC) & Forensic Services

firm: RÖDL

headline: Resiliente Governance‑ und Kontrollstrukturen für nachhaltige Unternehmensführung 🤝 Governance, Risk & Compliance | Internal Audit | Forensic Services | Partner bei RÖDL

company: RÖDL

position: Partner

company: Rödl & Partner

position: Senior Manager

company: Deloitte & Touche

internal_vs_external: external

band: clear

band_reasons: disqualified

evidence_experience: Partner @ Rödl & Partner; prior Senior Manager @ Deloitte & Touche - career trajectory of client-serving GRC/forensic/audit advisory, no internal function ownership mentioned.


Sheikh Arefin

publicIdentifier: sheikharefin

sourced_title: Founder and CEO

firm: British CERT

resolved_account_name: British CERT

in_612: yes

in_575: yes


Daria SAFONOVA

publicIdentifier: daria-safonovaa

sourced_title: Digital Transformation Consultant

firm: Davidson consulting

headline: Digital Transformation Consultant | Omni-channel Client Experience | CRM & Clienteling | Retail | Project Management | LVMH | GIVENCHY

about:
Solution-driven and proactive professional supporting major international players in Digital Transformation.
Skilled in designing and deploying high-impact business initiatives that help brands redefine their strategies and enhance their performance (through innovation-centric strategies!).
Strong interest in Digital Transformation Consulting and Retail Tech Project Management.

position: Global CRM & Clienteling Product Owner

company: GIVENCHY

position: Digital Transformation Consultant

company: Davidson consulting

position: IT Retail Project Manager

company: BryanThings

description:
- Spearheading strategic IT retail projects for high-profile clients (L’Oréal, LVMH, Puig) with a focus on AI-driven solutions tailored to each brand's unique identity
- Designing and deploying AI strategies to enhance business processes and decision-making
 - Implementing omnichannel in-store experiences to boost customer satisfaction while leading sales team training to align with modern retail practices

position: Trade Marketing

company: Safilo

description:
- Developing in-store sales tools and creating digital support materials for luxury brands (Hugo Boss, Isabel Marant, Marc Jacobs) to maintain premium brand positioning
- Ensuring seamless brand consistency across campaigns and providing training to internal teams - - Analyzing trade marketing ROI and performance metrics to identify growth opportunities and optimize marketing strategies

position: Digital Retail Project Manager

company: URBAHIA

description:
- Driving brand differentiation and enhancing customer experiences in Europe, the United States, and China through tailored marketing strategies
 - Managing the commercial and digital growth of the brand across B2B and B2C channels
 - Conducting benchmarking and competitive analysis to identify key market trends and align with luxury brand standards

position: Junior Retail Tech Consultant

company: Enforce Law Company

description:
- Designed and implemented tailored marketing strategies for tech start-ups, driving brand visibility and market entry success
- Strengthened brand reputation by managing stakeholder engagement in 5 international Corporate Social Responsibility (CSR) initiatives
 - Conducted KPI analysis and monitored the performance of over 30 B2B clients, ensuring alignment with growth objectives (both on-site and remotely)

position: Counsel Assistant

company: VEGAS LEX

description:
- Providing high-impact consulting solutions for international clients in energy, healthcare, and industrial sectors, focusing on operational efficiency and strategic alignment
- Designing dynamic data visualization and analytical tools (pivot tables, dashboards) to streamline decision-making processes for clients
 - Supporting cross-functional projects by preparing comprehensive market analyses and delivering actionable business recommendations

evidence_experience: "Spearheading strategic IT retail projects for high-profile clients (L'Oréal, LVMH, Puig) with a focus on AI-driven solutions tailored to each brand's unique identity"

resolved_account_name: Davidson consulting


Justin Beresford

publicIdentifier: justinberesford

sourced_title: Senior Principal Data Scientist

firm: Frontier Economics

headline: Data Scientist (Senior Principal), Frontier Economics

position: Senior Principal Data Scientist

company: Frontier Economics

position: Principal Data Scientist

position: Senior Data Scientist, Economist

company: Deliveroo

position: Data Scientist, Economist

position: Economist

company: Bank of England

position: Research Officer

company: NERA Economic Consulting

position: Research Assistant

company: Overseas Development Institute

position: Economist (ODI Fellow)

description:
July 2015 - January 2016 |  Zanzibar Planning, Policy & Research Directorate

October 2014 - July 2015  |  Madagascar Ministry of Finance

band_reasons: disqualified; builder

evidence_experience: No role description shows ownership of an internal knowledge/AI/governance function; all roles are Data Scientist/Economist/Research individual-contributor positions across economics consulting, tech, and public sector.

resolved_account_name: Frontier Economics


Benedikt Hemmers

publicIdentifier: benedikt-hemmers

sourced_title: Senior Consultant | IT-Transformation

headline: Senior Consultant | IT-Transformation at zeb

position: Senior Consultant | IT-Transformation

position: Senior Consultant | Payments

company: Deloitte

position: Consultant | Payments

position: Dualer Student | Projektmanagement & Geschäftsprozessoptimierung

company: Kürten & Lechner

position: Dualer Student | Consultant Cyber Security

company: CGI

evidence_experience: Progression: Consultant/Senior Consultant Payments @ Deloitte, IT-Transformation @ zeb - all client-facing delivery roles with no mention of internal knowledge base, IP reuse, or internal AI/governance ownership


Löris McIntosh

publicIdentifier: lorismcintosh

sourced_title: Senior Consultant: Creative Strategy, UI/UX HealthTech + AI

firm: AArete

headline: Senior Content & Experiential Marketing | Creative Direction & Production

about:
Löris McIntosh (Luh·ris) is an interdisciplinary choreographer and creative strategist based in Atlanta. With a B.S. in Neuroscience and Behavioral Biology from Emory University and a minor in Dance, she explores the intersection of behavioral insight and embodied storytelling. Her choreographic works have been featured by Atlanta Contemporary Museum, Emory Dance Company, Dance Canvas, and more.

She currently works as a Senior Product Management Consultant in healthcare strategy and creative research at a global management firm, while developing project-based works that incite both the analytic rigor and artistic depth that her style of leadership demands. Leveraging her studies in behavioral insight and digital marketing, McIntosh applies somatic research to movement design and brand storytelling. Her guiding philosophy: Feed Your Soul.

Top 5 Gallup Strengths:
1. Strategic®
2. Input®
3. Intellection®
4. Relator®
5. Responsibility®

From Löris—
My career journey has woven through product strategy and management, creative direction, and contemporary choreography. I have developed a dynamic foundation in managing the full project lifecycle—from ideation and development; to launch and continuous improvement. I have successfully led cross-functional teams in many spaces, managed multimillion-dollar projects, and implemented digital transformation and brand identity initiatives.
My work at AArete as a Senior Product Management Consultant has sharpened my ability to blend technical acumen with strategic insight, leading health-tech product solutions through advanced data analysis and change management initiatives.
My academic background in Neuroscience from Emory University influences my analytical approach and problem-solving skills, while my Google Digital Marketing cer

company: AArete

position: Creative Strategist & Choreographer

company: Freelance

description:
Creative Direction: Led the creative vision for original dance productions, including “Someday” (Jan 2023) and “UN/BOUND” (Mar 2024), showcasing a holistic approach to storytelling through movement, set design, and multi-sensory experiences.

End-to-End Project Management: Managed stage production, costume design, lighting design, sound production, and choreography, blending artistic vision with operational excellence to deliver immersive audience experiences.

Cross-Functional Leadership: Colla

position: Senior Consultant: Change Management, Healthcare

company: Cloudmed

position: Healthcare Consultant: Healthcare Information Technology, Product Management

evidence_experience: "My work at AArete as a Senior Product Management Consultant has sharpened my ability to blend technical acumen with strategic insight, leading health-tech product solutions through advanced data anal[ysis]" - describes client-facing product consulting, not internal knowledge/AI management for her own firm.

resolved_account_name: AArete


Bhagyashri Jatte

sourced_title: Trackwise consultant & Data Analyst

firm: Taciti Consulting

headline:
TrackWise, Digital Trackwise certified
Crystal Report and Web service Developer

position: Trackwise consultant & Data Analyst

company: Taciti Consulting

position: TrackWise Specialist

company: LTIMindtree

description:
TrackWise support and Maintenace.
Developed automation java-based utility for auto TrackWise user deactivation.

position: Senior Associate

company: Cognizant

description:
Worked on TrackWise Migration, upgrade, Development along with complex Crystal report and web services development.
Developed automation utility to identify Duplicate signatures (same user performing submit and approval related activities) on TrackWise records for auditing purpose.

position: Trackwise consultant

company: Atos Syntel

position: Associate

description: TrackWise , Crystal Report and web services development.

position: Senior system engineer

company: Infosys

description:
Worked on Trackwise, Cransoft and .Net.
Developed automation utilities:
1. Windows server's selected services monitoring Application
2. Cransoft Daily job monitoring web page
3. TrackWise Rollback application with validation
4. TrackWise user monitoring application

evidence_experience: "TrackWise Migration, upgrade, Development along with complex Crystal report and web services development" and "TrackWise application support and Maintenace lead" - all client-facing technical delivery/support work, no internal knowledge or AI function ownership.

resolved_account_name: Taciti Consulting


Johan Mounier

sourced_title: Data & AI Strategy Consultant

firm: Colombus Consulting

headline: MiM student - SKEMA (PGE) | Co-Founder Keystone | BPI France

position: AI Consultant

company: Bpifrance

position: Co-founder

company: Keystone

description:
Co-founder of Keystone, where we help French SMEs identify what AI can
actually do for them, then put it in place.
I lead the technical side:
- Mapping how a business really works, and where AI creates value
- Designing and building the solution
- Deployment, production, follow-up
- Building Keystone's internal OS, the platform running our operations
  and delivery

position: Data & AI Strategy Consultant

company: Colombus Consulting

description:
- Delivered data and AI strategy projects for large enterprise clients across different sectors
- Designed and deployed GenAI workflows and autonomous AI agents to automate processes
- Built data pipelines and dashboards to support decision-making.
- Worked closely with business and technical teams to align on requirements throughout project delivery.

position: Barber

company: Self-employed

description: Founded and operated an independent barbering business, handling operations, client relations, and digital marketing

position: Winter Sports Sales Advisor

company: Troc Sport

description: Provided expert advice to customers and contributed to in-store sales performance

band_reasons: disqualified; company_concern

evidence_experience: "Delivered data and AI strategy projects for large enterprise clients across different sectors" and "we help French SMEs identify what AI can actually do for them, then put it in place" - both are services sold to external clients, not internal firm knowledge/AI ownership.

resolved_account_name: Colombus Consulting


Nicholas Cutrone

sourced_title: Associate Research Manager

firm: ClearView Healthcare Partners

headline: Associate Research Manager at ClearView Healthcare Partners

position: Associate Research Manager

company: ClearView Healthcare Partners

position: Senior Research Coordinator

position: Primary Research Coordinator

description:
- Collaborate with project teams to identify the most relevant experts across geographies, industries, and topics
- Manage daily recruiting operations on multiple projects including arranging and scheduling phone consultations with advisors
- Communicate directly with physicians and other experts to schedule for project work, tracking and responding to written requests
- Utilize phone, email, LinkedIn, and other methods to recruit new experts to join our database
- Negotiate and process compen

position: Research Assistant

company: IQVIA

description:
- Assisted on clinical trial of Covid Vaccine study
- Charged with data entry and compliance review
- Trained fellow researchers
- Worked on recruitment and screening of subjects

position: Clinical Research Coordinator

company: Ora, Inc.

description:
- Worked directly with subjects recording medical histories
- Performed patient screening, recruitment, and enrollment
- Trained in Good Clinical Practice Protocols

position: Laboratory Technician

company: Normandeau Associates, Inc.

description:
- Worked in a team environment sorting marine ichthyoplankton and re-preserving samples
- Assisted in the field collection of soft-shelled clams at consultation sites

position: Solar Intern

company: Citizens Energy Corporation

description:
- Researched details of new SMART Energy Program and analyzed solar incentives
- Created a presentation of solar options for helping low-income communities

position: Summer Intern

company: Center for Agriculture, Food and the Environment at UMass Amherst

description:
- Selected to help facilitate a study researching electric generation dispatch in New England
- Created a system dynamic model to show the benefits of adding offshore wind storage to the ISO-NE grid

evidence_experience: "Manage daily recruiting operations on multiple projects including arranging and scheduling phone consultations with advisors" and "Negotiate and process compensation for advisor consultations"

resolved_account_name: ClearView Healthcare Partners


Saheed Sule, PSM, PSPO, IFC

publicIdentifier: saheedsule

sourced_title: Data Analyst

firm: Expertedge Consulting Group (ECG)

resolved_account_name: Expertedge Consulting Group (ECG)


Henry Haley

publicIdentifier: henryhaley

sourced_title: Construction Consultant (Data Center Infrastructure)

firm: Crossover Solutions

headline: Principal Data Center Construction Manager | Critical Facilities & Infrastructure | Multi-Site Team Leadership | End-to-End Project Delivery

about:
With nearly 30 years of experience in HVAC, plumbing, electrical, and geothermal systems, I served as President and Owner of Haley Mechanical, a Southeast Michigan–based mechanical services company.

Founded in 1998, the business grew with a focus on operational excellence, technical integrity, and long-term customer relationships. In 2021, I partnered with a private equity group to support the company’s next phase of growth—expanding capabilities, strengthening infrastructure, and positioning the organization for long-term success.

My career has blended ownership, strategic leadership, and hands-on operational oversight across residential and commercial mechanical systems, with a strong emphasis on geothermal and high-efficiency solutions.

I’m currently supporting large-scale construction efforts in data center infrastructure, contributing to field coordination, system integration, and delivery of complex building systems.

The most meaningful part of my work has always been developing people. I’ve focused on building strong teams, mentoring leaders, and creating environments grounded in accountability, craftsmanship, and continuous improvement. Many colleagues know me simply as “Coach.”

I value staying connected with professionals who care about leadership, thoughtful growth, and the long-term health of the mechanical and infrastructure industries.

company: Crossover Solutions

position: President & Construction Operations Leader

company: Haley Mechanical

description:
Directed construction operations and field execution for a multi-trade mechanical contractor delivering HVAC, plumbing, electrical, and energy infrastructure projects across diverse operating environments.

Accountable for organizational performance across project delivery, workforce development, financial discipline, and stakeholder outcomes while leading supervisors, project managers, technicians, and subcontract partners.

Drove significant revenue growth and operational scale while maintaini

position: Electrician | Veteran

company: US Navy

description:
Maintained and repaired shipboard electrical and mechanical systems aboard a nuclear aircraft carrier within a highly structured, mission-critical environment.

Developed foundational leadership, safety discipline, and systems-based problem solving.

Operated within strict procedural, reliability, and readiness standards.

Honorably discharged following active and reserve duty service.

evidence_experience: "Directed construction operations and field execution for a multi-trade mechanical contractor delivering HVAC, plumbing, electrical, and energy infrastructure projects" and "currently supporting large-scale construction efforts in data center infrastructure, contributing to field coordination, system integration, and delivery of complex building systems."

resolved_account_name: Crossover Solutions


Fanny Paturaud

sourced_title: Data / Bi Experte

firm: Orange Consulting

headline: Data / Bi  Consultant

position: Data / Bi Experte

company: Orange Consulting

description: Travailler sur les organisations les plus efficaces pour structurer l'activité de bi au sein des organisations, développer des méthodologies user et data-centric dans la conception des tableaux de bords et l'utilisation des outils de dataviz

position: Consultante Senior - Responsable Offre Modern BI

company: Devoteam Management Consulting

description:
- 4 années au sein de l'entité conseil du Groupe Devoteam
- Plusieurs missions autour du suivi et de la mesure de la performance :
Cette problématique m'a conduite à m'interroger et me former sur les outils de business intelligence et notamment de data visualisation.
Mieux comprendre son patrimoine de données pour mieux l'exploiter, organiser ses données et créer des points de mesure, des tableaux de bord au service des métiers; voici un certain nombre de problématiques qui m'ont guidé tout a

position: Apprentissage - Consultante en organisation

company: SFIL

description:
- Suivi de projet autour des problématiques de shadow IT
- Projet SI sur un entrepôt de donnée (réalisation de la recette)

position: Gestionnaire de projet - Opération MIX'ART

company: Association Ariana

description: Gestionnaire de l’opération MIX’ART (Concours d’arts plastiques dans les collèges et lycées autour de l’expression des valeurs républicaines) en charge de trois académies – 806 élèves

company: Renault

description:
Apprentie au sein du service Synthèse et Projets RH - Direction Commerciale
Mise en place d’un baromètre RH au sein du périmètre de la Direction : Modélisation, Echantillonnage, réalisation du questionnaire et analyse/synthèse des résultats tous les deux mois

evidence_experience: "Travailler sur les organisations les plus efficaces pour structurer l'activité de bi au sein des organisations, développer des méthodologies user et data-centric dans la conception des tableaux de bords" - describes client delivery work, not internal firm function ownership

resolved_account_name: Orange Consulting


Saron Kebekabe

sourced_title: Data & Analytics Staff Consultant

firm: SC&H

headline: Data & Analytics at SC&H Group

position: Data & Analytics Consultant

company: SC&H

position: Health Data Researcher

company: McFarland & Associates Inc.

position: Clinical Systems Admin, Sleep Medicine RPM

company: Rockville Internal Medicine

company: University of Maryland Baltimore County

description: Health Informatics and Human Computing Lab (Care Lab)

position: Intern Coordinator

company: Kele Global

position: Marketing and Video Editor Intern

company: Momentum Africa Podcast

evidence_experience: Prior roles are Health Data Researcher, Clinical Systems Admin (Sleep Medicine RPM), Research Assistant in a health informatics lab - all hands-on IC data/research work, none showing internal function ownership at the current employer.

resolved_account_name: SC&H


Iván Domínguez Rodríguez

sourced_title: Senior Manager - Data

firm: Nfq Advisory, Solutions, Outsourcing

headline: Senior Manager en Nfq Advisory, Solutions, Outsourcing

position: Senior Manager - Data & AI

company: Nfq Advisory, Solutions, Outsourcing

position: Manager - Data & AI

position: Head of Reporting & Analytics

company: CaixaBank

description: Responsible for all the reporting, monitoring and analytical processes in the Impairment area, including the definition of every report and the IT infrastructure and data needed.

position: Head of Default, Cost of Risk and Debt Recovery Expenses

company: Bankia

description:
- Budgeting of annual default balance and Cost of Risk and elaboration of the Risk Financial Plan.
- Coordination of the Impairment Committee.
- Weekly and mensual monitoring and control of default balance and cost of risk.
- Budgeting of annual debt recovery expenses for the Corporate Financial Plan.

position: CDO - Corporate Data Model

description: Management of the most important transformation projects of the company, working for the CDO, to adapt both, the systems and the methodologies, to the new digital era.

position: Risk & Models

description: Definition, coordination and execution of several projects to make the data process and analysis more efficient for all the organisation, helping in the definition of the new Corporate Data Warehouse and the future Data Strategy.

position: Senior Business Consultant

company: Management Solutions

description: Analysis, definition and implementation of technical projects for some of the most relevant banks in Europe.

position: Software Tester

company: Sopra Group

description: Quality Assurance of IT projects, analysing the code quality, accesibility, usability and other aspects of the projects.

evidence_experience: "Drive and define the corporate Data Strategy and manage the execution of transformation projects, covering the disciplines of Data Intelligence, Enterprise Architecture, Data Governance and Data Quality."

resolved_account_name: Nfq Advisory, Solutions, Outsourcing


Jacopo Bonato

sourced_title: Data Science Specialist - AI

firm: Prometeia

headline: PhD | Data Science Specialist, AI | Prometeia

about:
I'm an experimental physicist (Master's degree from the University of Trento) and an Artificial Intelligence researcher (Ph.D. in Data Science and Computation at the University of Bologna and IIT). My research and work experiences were focused on robotics, machine learning, and deep learning.
I'm very interested in machine learning and deep learning because they are the most up-and-coming and
powerful fields of research. Importantly, I developed novel deep-learning-based algorithms for the analysis of central nervous system recordings, image classification tasks, or object detection tasks in continual learning, and in the machine unlearning field. Moreover, I adapted and applied information theory and machine learning algorithms to central nervous system data obtaining fundamental results in understanding the role of neural networks in the hippocampus.
Besides my academic scientific career, I completed my artistic/musical studies; in fact, I had my academy diploma at the Conservatory of Music of Trento. Finally, I love sports and I practice a lot of activities: running, swimming, tennis and kitesurfing.

position: Data Science Specialist - AI

company: Prometeia

position: Senior Artificial Intelligence Researcher

company: Leonardo

position: Research Scientist

company: Istituto Italiano di Tecnologia

description:
Analysis of Biological Images and videos
- Computer Vision
- Deep learning

Analysis of astrocytic and neuronal calcium signals:

-Machine Learning and Information Theory

position: PHD Student

description:
Neural Coding Laboratory

Analysis of Biological Images
- Computer Vision
- Deep learning

Analysis of neural signals:

-Machine Learning

position: Consultant

company: KPMG Italy

description:
I progetti riguardano Robotic Process Automation and Artificial Intelligence in svariate aziende del panorama italiano ed internazionale:

-BNL (gruppo BNP Paribas)
- Amadori
-CNH industrial
-FCA group

evidence_experience: "I progetti riguardano Robotic Process Automation and Artificial Intelligence in svariate aziende del panorama italiano ed internazionale" (KPMG); other roles are pure research (Analysis of Biological Images, Computer Vision, Deep learning, Neural Coding Laboratory)

resolved_account_name: Prometeia


Charlotte Lidalen

sourced_title: Senior Lead Innovation & Growth

firm: Centigo

headline: Management Consultant and Manager at Centigo

position: Senior Lead  Customer & Growth

company: Centigo

position: Senior Lead Innovation & Growth

position: Manager & Client Lead

position: Business Consultant

position: Management Consultant

position: Operational Sourcing and Material Management

company: Ericsson

description: Summer job

position: Master Thesis - New Markets and Establishment Strategies, FMCG

company: Lantmännen

position: Customer Service

company: Nordea

evidence_experience: Manager & Client Lead @ Centigo; Business Consultant @ Centigo; Management Consultant @ Centigo - all client delivery and growth-oriented consulting roles, no internal function ownership described.

resolved_account_name: Centigo


Griffin Palan

publicIdentifier: griffinpalan

sourced_title: Information Technology Consultant

firm: Sikich

headline: Consultant at Sikich

position: Information Technology Consultant

company: Sikich

position: Associate Consultant

company: MCA Connect

position: VP of House Communications

company: Phi Kappa Psi Indiana Beta

description:
Maintained a strong level of communication throughout the brotherhood, as well as keeping up good relations with other organizations on campus.
-Effectively maintained communication between all 200 members of the house.
-Aided in the collection of over $30,000 for our numerous philanthropies.
-Maintained good relations with the other fraternities and sororities on campus.

position: Summer Intern

company: Alpine Capital Research

description:
•Learned a great deal about the field of investment management.
•Gained knowledge on how to evaluate companies and make wise investment decisions working closely with a team of valuation based asset managers.
•Completed my own full analysis of Bed Bath & Beyond for the team to use when evaluating and potentially purchasing stock in the company.

position: Intern

company: Stifel Nicolaus

description:
Experienced the business of Asset Management first-hand and gained crucial knowledge on a variety of investment vehicles working closely with a team of Financial Advisors with Stifel Nicolaus.
-Learned the business of Asset Management.
-Reorganized spreadsheets of transactions in date order.
-Gained knowledge about the field of investment management.

evidence_experience: No description provided for the Sikich or MCA Connect roles beyond title; prior roles are unrelated (fraternity VP, investment management internships).

resolved_account_name: Sikich


David Kashiwagi

sourced_title: Senior Information Technology Project Manager

firm: Launch Consulting Group

headline: Senior IT Project Manager @ Launch Consulting | IT  Project Management

about: Experienced Senior Information Technology Consultant with a demonstrated history of working in the information technology and services industry. Skilled in Business Analysis, Enterprise Architecture, IT Strategy, Management, Project Portfolio Management, and Software Development.

company: Launch Consulting Group

position: Sr. Project Manager

company: The Highlands Consulting Group LLC

description: Providing project management consulting services to the CA Department of Public Health - Project Management Office - COVID 19 Systems management.

position: Senior Project Manager

company: Enterprise Networking Solutions, Inc

position: Sr. IT Consultant/Project Manager

company: Shooting Star Solutions, LLC

description: Provide technical consulting services to State of California I.T. projects. Responsible for developing new market opportunities, providing clients with internal I.T. assessments, provide solutions consulting, and make executive level sales presentations. Manage the sales and marketing processes. Act as a liaison between in-house operations and resources for client needs assessment and fulfillment by drafting and delivering proposals and statements of work and qualifications of internal and consu

company: EMC

company: NEC Corporation of America, Inc.

description: Provided Project Management services for the Identification Solutions Division's U.S. Government and Civil Programs department.  Managed the full project lifecycle for multiple Federal and International automated fingerprint information systems (AFIS) projects.  Participated in trade studies, RFP, and RFO response development from system integrators, federal, state and local government agencies.

position: Senior Consultant

company: C&G TEchnology Solutions, Inc.

description: Provided technical consulting services to State of California I.T. projects.  Responsible for developing new market opportunities, providing clients with internal I.T. assessments, provide solutions consulting, and make executive level sales presentations. Manage the sales and marketing processes. Act as a liaison between in-house operations and resources for client needs assessment and fulfillment by drafting and delivering proposals and statements of work and qualifications of internal and con

position: Director of Information Technology

company: Veridian Environmental, Inc.

description: Defined and managed the strategic alignment of the technology infrastructure and IT personnel with  business goals. Provided leadership and the maintenance support of the company's information technology systems.  Insured that all clients had access to corporate resources in an efficient, secure and customer friendly manner.

evidence_experience: "Provide technical consulting services to State of California I.T. projects... Act as a liaison between in-house operations and resources for client needs assessment and fulfillment" - classic external client-delivery description across multiple roles.


Elad Yagur

publicIdentifier: eyagur

sourced_title: Vice President of Information Security

firm: Centri Business Consulting, LLC

headline: Vice President of Information Security at Centri Business Consulting, LLC

about: IT Professional with over 20 years of experience in information technology and operational services leadership positions. Skilled in IT Service Management, IT Strategy, Systems Administration and Vendor Management. Strong operations professional with tremendous organizational planning and problem-solving, skills.

position: Vice President of Information Security

company: Centri Business Consulting, LLC

position: Director of Technology and Information Systems

description:
· Led day‑to‑day IT operations and security programs, modernizing infrastructure, endpoints, and collaboration platforms to support a growing consulting firm.
· Designed and implemented core security controls, identity management, and cloud standards that became the foundation for the firm’s current security program.
· Managed Microsoft 365, endpoint security, and network environments, improving reliability, visibility, and user experience across the organization.
· Partnered with business leade

position: Director Of Technology Operations

company: OmniComp Inc,.

description:
·	Managed a team of 20+ IT support specialists, and support technicians.
·	Orchestrate all IT Operations projects, daily operations, installation/service, security compliance, change control, and documentation.
·	Developed IT strategies, and project plans to improve IT and general operations for broad range of clients while managing timelines and adhering to project budgets.
·	Hands-on migration, implementation, and Management   - O365/M365, Azure, MEM, QuickBooks, Sage50, SolarWinds MDM, Hexno

position: Service Manager/Buyer

description:
·	Managed a team of 5+ IT helpdesk support technicians.
·	Managed daily helpdesk operations, and hardware repair.
·	Provided higher level of IT support, and troubleshooting both onsite, and remote to variety of clients.
·	Hands-on migration, implementation, and management – Exchange on premise, and Online, Windows server 2003, 2008, 2012, Active Directory, Group Policy.
·	Analyzed every aspect of technology and developed IT plans that take into account client’s budget, and employee needs as v

position: Network Administrator

company: Ort Singalovski College

description:
·	Updated, and created group polices.
·	Managed Active directory.
·	Troubleshoot various network issues.
·	Repaired, maintained, and upgraded, servers, and computers.

disposition: STRONG

primary_strip: B

internal_vs_external: internal

evidence_experience: "Designed and implemented core security controls, identity management, and cloud standards that became the foundation for the firm's current security program." / "Led day-to-day IT operations and security programs, modernizing infrastructure, endpoints, and collaboration platforms to support a growing consulting firm."

resolved_account_name: Centri


Marie Seitz

publicIdentifier: marieseitz

sourced_title: Senior Learning Consultant, eLearning Developer

firm: TiER1 Performance Solutions

headline: Senior eLearning Developer, Senior Learning Consultant

about: I'm an eLearning developer who is dedicated to creating high-quality engaging online experiences, with a digital design background and project management experience. I enjoy partnering with creative kind smart people to solve problems for our clients and meet their goals. I have extensive experience with Articulate Storyline.

company: TiER1 Performance Solutions

description:
Develops eLearning courses and templates in Articulate Storyline, Articulate Rise, Lectora, and Captivate for a variety of Fortune 100 and 500 clients.

Collaborates with instructional designers, visual designers, software developers, and other eLearning developers to create compelling online learning solutions.

Builds Storyline and Rise templates and appropriate documentation as needed for scalability within growing teams to ensure consistency and quality.

Experience with making eLearning cou

position: Interactive Designer

company: PatientPoint

description:
Collaborated with copywriters, program managers, and art directors to design animations, banner ads, microsites, and email newsletters.

Designed and animated advertising messages for display on digital screens in doctor office waiting rooms.

Designed storyboards for brand messaging using client branding guidelines.

description: (Healthy Advice Networks changed name to PatientPoint - see above.)

position: Project Manager / Instructional Designer

company: Trivantis

description:
Planned, managed, and coordinated day-to-day activities and deliverables of Lectora-based eLearning projects for clients.

Developed and monitored timelines to ensure timely completion of projects within budget.

Served as client liaison in maintaining effective relationships with internal and external clients.

Ensured quality assurance at all phases of projects.

Proofed storyboards, provided art direction to designers, and thoroughly tested courses for content accuracy, proper functionality,

position: Graphic Designer / Course Developer

description:
Rapidly developed eLearning courses using Lectora software for Fortune 100 clients.

Designed graphical user interfaces in Adobe Photoshop and Illustrator following client branding guidelines.

Created Flash animations to illustrate course concepts.

Recorded and edited audio voice-overs.

Developed audio recording guidelines and established audio file organization structure to increase efficiency.

Created a Quality Assurance checklist which became a valuable asset in the quality assurance phas

evidence_experience: "Develops eLearning courses and templates in Articulate Storyline, Articulate Rise, Lectora, and Captivate for a variety of Fortune 100 and 500 clients."

resolved_account_name: TiER1 Performance


Regan O’Brien

sourced_title: Healthcare Strategy & Business Transformation Analyst

firm: Kaufman Hall

company: Kaufman Hall

position: Procurement Co-op

company: Motorola Solutions

position: Procurement Business Operations Intern

description: Worked with a team of 7 interns in IT, Finance, and Supply Chain to identify a gap in MSI's Supply Chain cybersecurity. Researched and articulated an AI solution to prevent data loss or theft among MSI’s 25,000 global suppliers to the CIO.

position: Financial Services Intern

company: Schwartz & Co.

description: Researched post-graduate financial wellness over a 10-week period and presented findings on budgeting and financial strategy. Prepared client files, helped firm integrate CRM technology, and shadowed 401k group employee education meetings offered to clients.

position: West Monroe Social Impact Consulting Project Leader

company: Student International Business Council (SIBC)

description: Headed a nonprofit consulting team of 7 members in identifying problems Cultivate Food Rescue has with sustainable engagement. Recommended growth via campus partnerships.

position: KPMG Consulting Travel Team Member

description: Worked with a team of 10 to investigate where a luxury hotel company is falling short on its key performance indicators. Proposed solutions to cut costs and drive up revenue.

position: Unqork Consulting Travel Team Member

description: Ran a market sizing analysis to recommend vertical expansion into the insurance and audit industry. Consulted with and presented to the CFO of the first no-code startup company.

position: Salt Sisters Consulting Project Leader

company: Irish Consulting Club

description: Led a team of 5 students in consulting for a local small business. Worked closely with company founder, surveyed customers via email marketing, identified customer avatar, and presented recommendations to increase brand awareness.

evidence_experience: Researched and articulated an AI solution to prevent data loss or theft among MSI's 25,000 global suppliers to the CIO - this is a project recommendation to a client's CIO, not ownership of an internal function for the person's own employer.

resolved_account_name: Kaufman Hall


Antoine FORNAS

publicIdentifier: antoinefrns

sourced_title: AI Product Manager & Agent builder

firm: Thiga

headline: AI Product Manager & Agent Builder

about:
As an AI Product Manager and Agent Builder with a dual degree in Engineering (Centrale Lille) and Management (EDHEC), my global education from Seoul to UC Berkeley's Haas School of Business has equipped me with a unique blend of technical and strategic skills. I currently work at Thiga, deployed as Lead of AI Product Operations at Canal+, where I advise the CPO and C-suite on AI strategy while building the systems that put it into practice, including MCP servers, AI knowledge layers, and production agents adopted across product, design, and analytics teams.

Across my career, I've led AI and full-stack products from ideation to launch, translating business goals into technical roadmaps and shipping features that reach real users. I like being close to the build: architecting agents, wiring up MCP federation, and turning ambiguous, fast-moving scopes into working product. Outside of client work, I built Hemiunu, an org-wide AI product agent that lets a non-technical team prototype and ship high-fidelity prototypes to hand off to the engineering team, replacing the old process of writing and sending specs. This hands-on, entrepreneurial mindset reflects my ability to learn quickly and apply new knowledge to create tangible value.

I am deeply curious, constantly exploring new technologies by assessing both their technical depth and commercial viability. I'm driven by a desire to continuously improve, seeking challenges that push me to collaborate with ambitious teams and solve problems that matter.

position: AI Product Manager & Agent builder

company: Thiga

description:
Lead AI Product Operations Manager / Forward Deployed Engineer @Canal+

Déploiement de l'IA au sein de l'organisation produit de Canal+ auprès des PMs, designers et analysts ; appui à l'équipe de direction sur la stratégie et la priorisation IA

Conception d'une couche de connaissance IA fédérant les systèmes produit, design, usage, marché et utilisateur via MCP et Atlassian Rovo, offrant à chaque agent une source de vérité unifiée et gouvernée

Mise en production de plus de 10 skills et agen

position: Product manager

company: Galadrim

position: Consultant stratégique

company: fifty-five

position: Finance Business Analyst

company: DFS Group Limited

internal_vs_external: mixed

evidence_experience: "Déploiement de l'IA au sein de l'organisation produit de Canal+ auprès des PMs, designers et analysts ; appui à l'équipe de direction sur la stratégie et la priorisation IA" - all described work targets Canal+'s (the client's) organisation and systems, not Thiga's own internal function.

resolved_account_name: Thiga


Davor Radojevic

sourced_title: Director of Information Technology

firm: Trio

headline: Director Of Information Technology at Alfa Energy (an Edison Energy company)

about:
I am professionally qualified (MSP, PMP, BSCAgile, Prince2, ITIL), experienced senior program/portfolio manager with an excellent track record of successful delivery of large and complex business/technology transformation and integration programs/projects primarily within Financial industry and across a wide range of geographic locations (EMEA, Americas, APAC) for more than 18 years.

Have an extensive experience and knowledge of investment banking and financial industry in general.

I hold MBA in Finance (specializing in Derivatives) and over the past two decades I have worked for a number of major financial institutions in the City of London and Canary Wharf.

Successful change manager with an in-depth knowledge of financial products, and relevant technologies (Market Data Platforms and Financial Reference Data Platforms (Reuters, Bloomberg, IDC), Middle/Back Office Systems, Post Trade Processing platforms, Real Time and EOD Index Calculation Platforms).

Throughout my career I have been consistently achieving against tangible objectives and delivering measurable results within regulated and high-pressure business environments.

Responsible for: management of large programs and project portfolios, resource and line management, financial and budget governance and delivery in line with business objectives. Size of programs and portfolios I managed was between £10m and £15m with 100+ resources assigned to work on them.

I am an inspirational leader and negotiator who drives business change through:

methodical analysis and understanding of problems faced by the business
detailed understanding and governance of program/portfolio budget and finances
articulation of optimal and cost effective business solutions
effective communication of program approach and vision (f

position: Director of Information Technology

company: Trio

position: Director Of Information Technology

company: Alfa Energy (an Edison Energy company)

position: Program Portfolio Manager

company: London Stock Exchange Group Plc (Information Services Division)

description:
  - Responsible for management of a project portfolio (20 projects) and multi million budget programs primarily focusing on equities index/benchmarking products and platforms.
 - Successfully delivered front office/EOD index production platform integration programs post M&A activity.
 - Successfully delivered greenfield programs related to implementation of strategic data management platform and introduction of a brand new real time indices service line.
- Responsible for delivery of major data

position: Program Manager – Business and Infrastructure Transformation Programs

company: T-Systems (Dutsche Telekom)

description:
 - Delivered a high value infrastructure and application related transformation and integration programs within outsourced and regulated environment (blue chip Energy Industry – Centrica/British Gas).
- Set up and managed PMO functions for a number of customer accounts.
- Delivered efficiency enhancement and productivity improvement programs.
- Delivered Master Data cleansing, transformation and integration projects.
- Managed high level stakeholders at CIO/CFO level.
- Programs delivered on sch

position: Senior Project Manager - (VP) – Strategic OTC Derivatives Programs

company: JP Morgan Chase Bank  - London

description:
- I have worked on a number of projects which involved enhancement and transformation of: general ledger (accounting), risk management (NAV, VaR), product lifecycle (affirmations, confirmations, settlements) applications associated with OTC derivatives middle/back office platforms.
- Successfully completed projects which delivered enhancements and new functionality to the strategic (greenfield) OTC derivatives back office platform.
- Project managed on boarding of newly developed derivatives pro

position: Global Product Manager (VP)

company: JP Morgan Chase Bank - London

description:
 - Full responsibility for a global product portfolio and related budget ($10 + million)/P&L.
 - Product and services portfolio managed included: Sun/HP/IBM HW, x86 server products,
   Solaris/Linux/AIX/HPUX operating system products, and Virtualization products:
   VMWare, Solaris Containers and AIX Partitions/Micro partitions.
- Developed product roadmaps and product on boarding strategies in support of new products and services.
 - Developed a comprehensive business cases for addition of prod

position: Project Manager/Service Management Consultant

company: Sun Microsystems Ltd

description:
• Closely collaborated with high level stakeholders (IT Director, CTO level to ensure business priorities and requirements are clearly understood and documented.
• As a member of virtual client account team I was responsible for undertaking in depth analysis of service/product performance against business requirements and identification of new business development opportunities.
• In line with client priorities delivered projects which usually had the following key objectives: cost saving, custo

position: IT Manager

company: Computational Dynamics Ltd - London

description:
• Responsibility for development of company’s IT strategy.
• Budget responsibility (£300k - £500k).
• Managed a team of 12 people.
• Delivered ISO 9001 compliance and certification project for the IT department.
• Managed third party vendors and suppliers.

evidence_experience: "Responsible for: management of large programs and project portfolios, resource and line management, financial and budget governance and delivery in line with business objectives." - describes generic IT/program leadership, not knowledge/IP-reuse or AI-on-knowledge-base ownership.

resolved_account_name: Trio


Gabrijela Andric

publicIdentifier: gabrijelaandric

sourced_title: Information Technology Business Consultant

firm: The Cadmus Group

headline: Business Consultant | MBA, PMP, CSM, CSPO, SP

about: Business Consultant with extensive experience working for government and commercial clients. A professional who never shies away from taking charge to reach project needs and goals. A cross-functional asset who is eager to create and deliver sound solutions. A mentor who strives to continuously develop new skills and learn from others. An advocate of creative ideas and solutions for better user experience.

company: The Cadmus Group

position: Cadmus Business Consultant

company: Bank of America Merrill Lynch

position: Business Specialist

company: Ventera

description:
Working with the agile project team on a complex federal Food and Nutrition Services (FNS)-STARS system:
•	As a product manager and a subject matter expert I manage the team, client expectations, and support all phases of a functional release for the system enhancements:
o	Analyzing existing functionality to learn about system processes to design and improve new and existing system modules.
o	Collecting requirements via client interviews, writing user stories, and designing new solutions and i

position: Senior Business Consultant

description:
Working on a complex Food and Nutrition Service (FNS) federal agency STARS system and performing the following duties:

•	Participate in all phases of client engagement and interact with clients to determine the underlying business problems:
o	Manage client expectations of the product and present solution options for product development.
o	Serve as a point of contact for clients experiencing business and system problems.
o	Determine business problems and develop conceptual and hands-on solution

position: Business System Analyst

description: Business Analyst working on a federal government agile project team. Working on gathering and analyzing requirements, identifying problems, writing and maintaining user documentation, improving systems by studying current practices, and contributing to team effort by accomplishing project goals and results.

position: Program Assistant

company: Bucknell University, International Students Services

description: Assist in office,  organize events  such as International Education Week and International Women's day

position: Intern at Bucknell Institute for Public Policy

description:
Collected data and worked with the statistical software “Stata” to analyze economic theories
 Worked as a research assistant for the economic research named “Gender Discrimination in Trade Policy”
Presented my research work at the 2nd Susquehanna Valley Undergraduate Research Conference.

position: Tech Support Specialist

description: Assist in set-up room,  prepare computers and printers for use (service, software,  hardware)

evidence_experience: "Participate in all phases of client engagement and interact with clients to determine the underlying business problems" and "Cadmus Business Consultant @ Bank of America Merrill Lynch" - all client delivery, no internal function ownership.


Thamira Santana

publicIdentifier: thamira-santana

sourced_title: Learning and Development Associate

headline: Human Resources Professional

about:
I’m a Northeastern University graduate with a degree in International Affairs and International Business. I’m passionate about people, learning, and creating spaces where others can grow.

Right now, I work as a Learning and Development Associate at ClearView Healthcare Partners, supporting onboarding, engagement, and training programs across global teams. I love combining structure and creativity to make learning experiences more meaningful and human.

Outside of work, I’m always exploring — whether it’s learning a new language, trying a new recipe, or finding new ways to connect with people and ideas.

position: Learning and Development Associate

company: ClearView Healthcare Partners

description:
• Responsible for high-volume scheduling and coordination to support summer onboarding cohorts
• Maintain detailed tracking of onboarding processes.
• Ensure proper communication across various internal teams.

position: Human Resources Intern

company: Ipsen

description:
• Supported planning and execution of DE&I initiatives across Employee Resource Groups,
increasing participation through internal promotion and logistics coordination.
• Partnered with senior leadership and external vendors to launch inclusive engagement
campaigns aligned with global HR strategy.
• Audited employee records for compliance and accuracy, improving audit readiness and
enhancing data integrity
• Developed dashboards to visualize turnover trends, enabling actionable retention
strategi

position: Shift Manager

company: Starbucks

description:
• Act with integrity, honesty, and knowledge that promotes the culture, values, and mission of Starbucks.
• Anticipate customer and store needs by constantly evaluating the environment and customers’ needs.
• Lead the day-to-day activities of the barista team by coordinating breaks and tasks.
• Responsible for accurate completion of daily reporting, inventories, and cash drops.
• Conduct applicant interviews and facilitates staff on-boarding process

position: Barista and Barista Trainer

description:
• Facilitated a welcoming store atmosphere in line with Starbucks’s core values and mission.
• Experienced in teamwork, conflict resolution, and collaboration.
• Created hand-crafted drinks and handled food accurately and efficiently while ensuring the quality of all items served.
• Coached to ensure newly hired employees understood their role at Starbucks and the mechanics of the store.

position: Talent Acquisition Coop

company: Goodwin

description:
• Created specialized social media campaign with recurring weekly content
• Researched and analyzed Diversity, Equity, and Inclusion recruitment goals
• Executed recruitment strategy ensuring successful recruitment goals
• Improved interview/recruitment process by scheduling interviews and client confirmation

position: Youth Ambassador

company: Kennedy-Lugar Youth Exchange and Study (YES) Program

description:
• Selected by the US State Department as one of 65 youth to serve as an ambassador of the United States to a country with a significant Muslim population.
• Promoted mutual understanding between the United States and the Philippines by forming long-lasting relationships with the local community.
• Attended 5 hours of language classes weekly to ensure Tagalog proficiency.

evidence_experience: "Responsible for high-volume scheduling and coordination to support summer onboarding cohorts" and "Supported planning and execution of DE&I initiatives across Employee Resource Groups" - all HR/L&D/Talent work, not knowledge/AI/IP-reuse related.


Soh Wee Hung

publicIdentifier: sohweehung

sourced_title: Senior Director, AI

firm: Synpulse

headline: VP, AI & Digital Fluency Lead @ Temasek | Agentic Strategy & Product | Master’s in AI @ SMU

about:
Vice President, AI & Digital Fluency Lead at Temasek. Driving AI Strategy and Product Development, with a focus on Agentic and GenAI products, and enterprise AI adoption.

My background spans management consulting and venture building from seed stage through Series G and acquisition. Built and shipped agentic AI and tech products for large financial institutions and other regulated environments.

Master's in Artificial Intelligence (MITB-AI) from Singapore Management University (SMU), with a focus on Agentic AI and GenAI.

company: Temasek

position: Senior Director, AI

company: Synpulse

description: Led AI transformation strategy and built agentic products for large Financial Institutions across APAC and EMEA.

position: Master in AI

company: Singapore Management University

position: Manager, Strategy & Operations APAC

company: Blacklane

description: Managed regional product strategy and P&L across APAC, leading cross-functional teams to drive marketplace growth and operations.

position: Manager, Strategy & Operations Australia

description: Turned around underperforming markets and accelerated growth across Blacklane's Australia portfolio.

position: Operations Manager, APAC

company: Rainmaking APAC

description: Built tech ventures with large enterprises and founders across APAC.

position: Business Operations Manager

company: Massive Infinity

description: Led regional venture building and product development from ideation to acquisition across APAC, working with CXOs of tech ventures backed by up to 8-figure USD VC funding.

position: Founder

company: RenoSea

description: A self-initiated startup to help homeowners to streamline their search for professional renovation contractors through an online marketplace.

evidence_experience: "Led AI transformation strategy and built agentic products for large Financial Institutions across APAC and EMEA" (Synpulse); "Driving AI Strategy and Product Development, with a focus on Agentic and GenAI products, and enterprise AI adoption" (Temasek, current)

resolved_account_name: Synpulse


Ligia B.

sourced_title: Manager, Office of the CEO

firm: AArete

headline: AArete | Manager, Office of the CEO

about: Ligia is an accomplished career professional with experience working in both profit and non-profit organizations. Her past leadership experience as Manager, Office of the CEO, C-Suite Executive Assistant and Personal Assistant played a lead role in streamlining internal processes to advance organizational excellence.

position: Manager, Office of the CEO

company: AArete

position: Executive Assistant Lead to the Chair

company: Ann & Robert H. Lurie Children's Hospital of Chicago

position: Office Manager and Executive Assistant To Chief Financial Officer

company: American Library Association

position: Executive Assistant to VP Presidential Planning, Office of the President

company: DePaul University

position: Office Manager, Executive Assistant and Personal Assistant

company: Independent Consultant

position: Project Manager and Executive Assistant

company: JB Interiors

evidence_experience: "Her past leadership experience as Manager, Office of the CEO, C-Suite Executive Assistant and Personal Assistant played a lead role in streamlining internal processes to advance organizational excellence." - this is executive support/office management, not knowledge/AI/IP-reuse governance.

resolved_account_name: AArete


Paul Schönherr

publicIdentifier: paulschoenherr

sourced_title: Manager Data & AI Strategy

firm: OMMAX

headline: Manager, Data & AI | Data Strategy • BI • AI Use Cases | Leading end-to-end analytics initiatives

about:
I am a Manager in Data & Analytics with a focus on owning and delivering end-to-end analytics and AI initiatives — from strategy and business case development to implementation and stakeholder adoption.

In my current role at OMMAX, I lead data and analytics workstreams across multiple projects, acting as the central interface between business stakeholders, technical teams, and leadership. My work sits at the intersection of data strategy, business intelligence, and applied AI, with a strong emphasis on translating complex analytical topics into measurable business outcomes.

As a Manager, I own and lead data & analytics initiatives end-to-end (problem framing, roadmap definition, delivery, adoption), guide and coordinate junior team members and specialists within analytics workstreams, and design data strategies, KPI frameworks, and BI/reporting solutions to support executive decision-making. I work closely with data engineering and product teams to translate business requirements into scalable analytics and AI use cases and manage complex stakeholder landscapes across leadership, operations, and technical functions.

My core expertise includes data & analytics strategy, business intelligence and executive reporting (Power BI, Qlik Sense), applied analytics and AI use cases (e.g. propensity models, scoring, automation), data foundations (SQL, ETL/ELT, Azure Data Factory), and stakeholder and project management in data-driven transformation contexts.

My background combines consulting, hands-on analytics, and quantitative research. This includes building greenfield BI solutions, leading analytics workstreams across industries, and a Master’s thesis (grade 1.0) on win-propensity prediction in a FinTech context.

position: Manager Data & AI Strategy

company: OMMAX

description:
Own and lead end-to-end data, analytics, and AI initiatives across multiple client engagements, with responsibility for delivery, stakeholder alignment, and value realization.

Led end-to-end delivery of 20+ data, analytics, and AI projects (€50k–€300k), from proposal and scoping through roadmap definition and execution, managing 15+ senior client stakeholders

Acted as Product Owner in agile Scrum teams, delivering 3+ data platform setups by automating data ingestion, transformation, and analyt

position: Senior Consultant Data & AI Strategy

description:
Led analytics workstreams across strategy and implementation projects, focusing on BI, data platforms, and applied analytics use cases

Designed KPI frameworks and executive dashboards to support data-driven decision-making at management level

Coordinated cross-functional teams across business, analytics, and engineering to ensure delivery and adoption

position: Consultant Analytics and Data Science

description:
Supported data strategy and analytics initiatives across multiple industries

Contributed to data platform concepts, reporting solutions, and analytics-driven business cases

position: Berater

company: MOONROC ADVISORY PARTNERS

description:
Supported DAX and MDAX executives through boutique consulting engagements

Developed board-level decision papers and strategic analyses for senior leadership

position: Sales Intelligence Manager

company: DFKP GmbH

description:
Built an Azure-based analytics platform, integrating 5+ data sources (e.g. Salesforce) to enable end-to-end sales funnel analytics

Delivered automated reporting and analytics to support data-driven sales decision-making

Led 50+ structured sales reviews for 10+ sales reps, reducing sales cycle time by ~20% and increasing conversion by ~30%

position: Working Student - Business Analytics

description:
Supported analytics use cases and reporting initiatives in a FinTech environment

Contributed to data integration, dashboarding, and sales analytics

position: Consultant Digital Service - Industry 4.0

company: TÜV SÜD

description:
Supported the Digital Service CoE in analytics- and data-driven Industry 4.0 initiatives, with a focus on market analysis, vendor evaluation, and decision support for digital transformation solutions.

Supported the group’s R&D and digital services teams across predictive analytics, industrial cybersecurity, smart infrastructure, and Industry 4.0 use cases

Conducted structured market and vendor research across Singapore and Southeast Asia, with a focus on analytics, BI, and data-driven transfor

position: Working Student

company: Fonds Finanz Maklerservice GmbH

description:
Built the company’s first business intelligence (BI) solution, establishing automated reporting and performance transparency across departments.

Designed and implemented a greenfield BI setup in Qlik Sense, replacing manual and recurring reporting processes

Automated daily and weekly performance reports for multiple business units, improving data availability and consistency

Delivered transparent dashboards for team leads and management, significantly reducing time spent on manual reporting

evidence_experience: "Own and lead end-to-end data, analytics, and AI initiatives across multiple client engagements, with responsibility for delivery, stakeholder alignment, and value realization... Led end-to-end delivery of 20+ data, analytics, and AI projects (€50k–€300k)... managing 15+ senior client stakeholders"

resolved_account_name: OMMAX


Viktors Solonovs

sourced_title: Information and Communication Technologies Service Specialist in the Global Division

firm: Prosci

headline: Information and Communication Technologies Service Specialist in Global Division at Prosci

about:
I am a self-motivated ICT Support Specialist with over 7 years of experience, currently serving the European and Global Division at Prosci. My primary focus is ensuring the seamless functioning of ICT resources across a complex international landscape, including Belgium, Denmark, France, Ireland, Italy, Luxembourg, Norway, Sweden, the UK, and French-speaking Switzerland.

Throughout my career, I have consistently thrived under pressure, exceeding expectations and outperforming Service Level Agreements (SLAs). My colleagues commend my methodical problem-solving approach and my ability to maintain composure in challenging technical situations.

Fueled by innate curiosity, I am dedicated to staying abreast of emerging technologies and constantly acquiring new skills to overcome procedural challenges and drive operational excellence.

Core Competencies: 🔹 Technical Support: Advanced troubleshooting (Hardware/Software/Telephony), SLA Management, ITSM. 🔹 Infrastructure: Hardware Deployment, Asset Management, Network Configuration. 🔹 Security: Incident Response, Access Management, Security Awareness Training. 🔹 Operations: Knowledge Base Documentation, KPI Tracking, Process Optimization.

company: Prosci

description:
Key Responsibilities:

🔹 Technical Support & Troubleshooting – Diagnosing and resolving escalated issues with telephony, software, hardware, printers, and peripherals, ensuring strict compliance with ITSM protocols and SLAs.
🔹 Hardware & Asset Management – Performing routine maintenance, coordinating repairs or replacements, and managing the full ICT inventory lifecycle, including warranties and licenses.
🔹 Deployment & Configuration – Setting up and deploying new hardware, including computers

position: Information Technology Service Engineer

company: Maria Mallaband Care Group Ltd

description:
Key Responsibilities:

🔹 Technical Support & Troubleshooting – Supporting Microsoft Windows 10/11, macOS, iOS, and Android. Resolving hardware/software issues for PCs, laptops, and mobile devices.
🔹 Device & Peripheral Management – Installing, configuring, and maintaining printers, scanners, webcams, projectors, and audio/video equipment. Experience with TCP/IPv4 network printers.
🔹 System Administration & Security – Managing Citrix (Civica AD) passwords, monitoring security threats via Webroot,

position: IT Administrator PCSE IT Support for NHS

company: Capita

description:
Providing 1st and 2nd line IT support, ensuring seamless operations and efficient issue resolution within SLA timelines.

Key Responsibilities:

🔹 Helpdesk & Ticketing Management – Logging, prioritizing, and resolving IT incidents via Jira; handling service requests via phone, email, and web portal.
🔹 Remote & On-Site Support – Troubleshooting issues using BeyondTrust (Bomgar) and arranging technician visits when required.
🔹 User Training & Onboarding – Training new starters on company software,

position: Information Technology Administrator

company: Primary Care Support England (PCSE)

description:
Providing comprehensive IT support to ensure smooth operations and timely issue resolution within SLA guidelines.

Key Responsibilities:

🔹 Helpdesk & Incident Management – Logging, prioritizing, and resolving IT incidents via Jira; handling requests via phone, email, and web portal.
🔹 Remote & On-Site Support – Troubleshooting technical issues using BeyondTrust (Bomgar) and coordinating technician visits when necessary.
🔹 User Training & Onboarding – Training new employees on company software,

position: Guest Service Agent

company: Quebecs Luxury Apartments

description:
Dedicated to delivering exceptional customer service and ensuring a seamless guest experience.

Key Responsibilities:

🔹 Guest Interaction & Support – Serving as the first point of contact for guests via phone, online, and in-person inquiries.
🔹 Customer Service & Issue Resolution – Handling and processing guest inquiries while addressing immediate concerns related to health, safety, and complaints.
🔹 Revenue & Sales Optimization – Recommending tailored packages to maximize revenue while meeting

position: Receptionist / Administrator

company: Hain Daniels Group

description:
Experienced in office administration, reception management, and HR support, ensuring smooth daily operations and exceptional guest experiences.

Key Responsibilities:

🔹 Front Desk & Visitor Management – Welcoming visitors, handling sign-ins and inductions, and maintaining a professional reception area.
🔹 Communication & Coordination – Answering calls and emails, directing inquiries to relevant departments, and managing incoming/outgoing post.
🔹 Administrative Support – Performing general office

position: Quantifier (Production Administrator) / Reception Administrator Covering

description:
Started as a production operative and quickly promoted to quantifier due to outstanding performance and efficiency in operations.

Key Responsibilities:

🔹 Data Input & Estimating Software – Accurately inputting data into estimating software (MovexGreenScreen, MovexExplorer, TimeLog) to support project estimation processes.
🔹 Progress & Delivery Reporting – Reporting daily progress to the Supervisor, ensuring completed estimates are delivered within specified timeframes.
🔹 Staff Hours Tracking –

content: Just finished the course “Intro to Service Management with ITIL® 4” by Jason Dion! Check it out: https://lnkd.in/eZ67Z77K #itservicemanagement #itil.

content: Just finished the course “IT Service Desk: Service Management”! Check it out: https://lnkd.in/e7gsveJq

content: Just finished the course “Communicating Across Cultures Virtually” by Tatiana Kolovou! Check it out: https://lnkd.in/e-WmcZhU #crossculturalcommunication #onlinecommunications.

content: Just finished the learning path “Microsoft Azure Essentials Professional Certificate by Microsoft and LinkedIn”! Check it out: https://lnkd.in/ehGBVKHz

content: Just finished the course “Microsoft Security Essentials: Concepts, Solutions, and AI-Powered Protection” by Bryan Li! Check it out: https://lnkd.in/e4JW_JJV #cloudsecurity #governanceriskmanagementandcompliance #microsoftsecurity.

resolved_account_name: Prosci


Morgan Mills, MA, CIPM

sourced_title: Risk Management Specialist

headline: Risk, Privacy & AI Governance Leader | ISO 27001 | CIPM | Prosci

about:
Risk management works best when it's built on trust — trust that the people doing the work understand the business, speak plainly about what matters, and don't hide behind jargon.

That's the approach I've brought to Prosci for the past 9+ years, building an enterprise risk function that spans information security, data privacy, and — more recently — AI governance. I'm a Certified Information Privacy Manager (CIPM) and have led Prosci's ISO 27001 program through five consecutive audit cycles.  I am also in the process of getting my AIGP and CRISC certifications.

The work I find most meaningful sits at the edges: where a new privacy regulation intersects with how a product team actually operates, or where an emerging technology like AI creates risks that no policy quite covers yet. That's where I like to be.

I'm always glad to connect with others thinking seriously about risk, privacy, and the governance of new technology.

position: Risk Management Specialist

description: Own enterprise Risk Management; lead third-party audit execution — evidence gathering, walkthroughs, stakeholder management. Partner with ICT, Engineering, Product, Talent, and Legal on control design and readiness reviews. Chair the ISMS Governance Council; oversee the IT Risk Register. Author risk management, security, and policy standards org-wide; own remediation of control gaps to resolution. Lead incident response & disaster recovery, coordinating cross-functional teams. Track evolving glo

position: Principal, Risk Management

position: Risk Analyst

description: Owned control design and audit execution for Prosci's initial ISO 27001 certification — Annex A controls, risk assessments, and governance structure; founded the ISMS Governance Council. Administered ISO 27001 maintenance — risk assessments, internal/external audits, change risk analysis, access reviews, training. Managed TPRM program via vendor management software. Maintained ROPA (Records of Processing Activities) using OneTrust compliance software. Authored and ran GDPR/CCPA data subject requ

position: Risk Management Analyst

position: Contract Administrator

description: Administered three contract types — Professional Services Agreements, SOWs, License Agreements. Built Salesforce-based contract compliance tracking database. Led early privacy compliance (EU/US Privacy Shield ahead of GDPR) while managing contract lifecycle.

position: Development Coordinator

company: Studer Group

description: Compiled healthcare performance metrics for client engagement, business development, and sales teams. Supported three coaches in managing partner relationships during onsite visits.

content:
Vanta keeps adding feature updates with immediate ROI. My guess why? So much of evidence collection is busy work, and Vanta gets that time back means more time for real risk management.

Computer Use for the Vanta Agent is the latest example — it now captures screenshot evidence directly, with scoped access and one-click approval.
Less time proving you're compliant. More time actually managing ris

content: Quint Studer's piece nails something I see constantly in GRC: what gets labeled an "accountability issue" is often a mislabeled control failure. This week, devices were failing compliance because they sat unassigned in Intune after employees were terminated. Easy to call it an accountability gap. But the real issue was the expectation was never clear — nobody knew that between wiping a device and

content:
𝟑 𝐭𝐡𝐢𝐧𝐠𝐬 𝐈'𝐝 𝐝𝐨 𝐝𝐢𝐟𝐟𝐞𝐫𝐞𝐧𝐭𝐥𝐲 𝐢𝐟 𝐈 𝐡𝐚𝐝 𝐀𝐈 𝐢𝐧 𝐲𝐞𝐚𝐫 𝐨𝐧𝐞 𝐨𝐟 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐚 𝐆𝐑𝐂 𝐩𝐫𝐨𝐠𝐫𝐚𝐦 — 𝐚𝐧𝐝 𝟏 𝐭𝐡𝐢𝐧𝐠 𝐈'𝐝 𝐝𝐨 𝐭𝐡𝐞 𝐬𝐚𝐦𝐞

In 2021, Prosci had just released a SaaS product, and our clients needed more assurance — and fast. With only me as the dedicated headcount, I had to deliver results, however scrappy they may be — starting with a spreadsheet and no framework or tooling to speak of.

I'm happy to say we're r

content:
Love when my worlds collide 😂 .  Bravo to the IAPP for using the Royal Wedding as the ultimate case-study for privacy as a right, not a privildge.   I especially appreciate the effort to work in T-Swift lyrics to the article.

#TaylorandTravis #PrivacyManager #GRC #PrivacyRights #Compliance

content:
Being secure and being trustworthy aren't the same thing.  You can have the audits. The certifications. The zero critical findings. And still spend half your week answering the same security questionnaire, one customer at a time.

That's not a trust program. That's a BOTTLENECK.

My favorite message to receive? "Have you considered adding X to your Trust Center?"

Because every suggestion is a gol

evidence_experience: "Own enterprise Risk Management; lead third-party audit execution... Chair the ISMS Governance Council; oversee the IT Risk Register. Author risk management, security, and policy standards org-wide" - clear ownership of an internal information/data/security/AI-governance function spanning 9+ years, including building it from scratch ("founded the ISMS Governance Council").


Ahmed D.

publicIdentifier: ahmed-dib-it-and-finance

sourced_title: Senior Information Systems Consultant – Corporate & Investment Banking

firm: Taleo Consulting

headline: Project Manager | IT & Finance Specialist

about:
Bringing projects to results is what drives me.
Years of field experience have shaped both my discipline and my approach.

With a strong professional background, I bring structured Project Management at my core, backed by hands-on Business Analysis and Enterprise Architecture skills built through diverse, field-proven projects.

I hold a Master's in IT for Finance from Paris Dauphine University and adapt easily across project types, team sizes, and organisational contexts, always focused on delivering value.

Let's connect and exchange. Good projects often start with a good conversation !

company: Taleo Consulting

description: *Ongoing Consulting Mission : SOCIÉTÉ GÉNÉRALE | Project Management & Enterprise Architecture*

position: Senior IT & Business Consultant -  Corporate & Investment Banking

company: La Banque Postale

description:
*Senior Business Analyst*

As an Information Systems Consultant within the Corporate & Investment Banking division of La Banque Postale, a prominent French public bank under the Ministry of Economy, I supported the transformation of the bank’s credit granting information system. My role focused on aligning business needs with IT solutions to drive operational improvements and ensure system scalability.

*Key Contributions:*
– Conducted comprehensive business analysis for the redesign and optimiz

position: Senior Information Systems Consultant - Banking & Finance

description:
*Information Systems Consultant * Team Manager * Offer Manager*

I progressed from an Information Systems Consultant to a leadership role as Team Manager and Offer Manager within MC2I, driving strategic initiatives in internal firm management. My responsibilities spanned project framing, team leadership, and corporate finance offer management, showcasing my ability to lead complex projects and develop business strategies.

*Key Contributions:*
– Project Management: Directed project framing, reso

company: BNP Paribas

description:
*IT Business Relationship Management  & Project Management*

As one of the deployment leaders within BNP Paribas’ Risk Group, I played a key role in the successful implementation of the Operational Risk Information System. This large-scale project spanned 43 business units, integrated 11 applications, and involved 75 releases, impacting over 10,000 users globally. My responsibilities focused on ensuring the seamless deployment of the system while coordinating cross-functional teams and aligning

position: IT & Business Consultant  - Corporate Finance

company: SNCF IMMOBILIER

description:
*Business Analyst*

As an IT Business Analyst for the SNCF Group, I contributed to the transformation of the financial and real estate management systems. My role focused on bridging business needs with IT solutions, driving operational improvements, and ensuring the successful deployment and maintenance of critical systems.

*Key Contributions:*
– Analysis and Design: Conducted in-depth analysis of business requirements and designed tailored IT solutions to optimize financial and real estate ma

evidence_experience: "As an Information Systems Consultant within the Corporate & Investment Banking division of La Banque Postale... I supported the transformation of the bank's credit granting information system." / "Ongoing Consulting Mission: SOCIÉTÉ GÉNÉRALE | Project Management & Enterprise Architecture"

resolved_account_name: Taleo Consulting


Julie Lefebvre

sourced_title: Manager – Transformation & pilotage de programmes (Énergie / Industrie)

firm: Bartle

headline: Manager – Pilotage de programmes & projets, Transformations des organisations | Énergie & Industrie

about:
Manager spécialisée en pilotage de programmes de transformation et projets dans des environnements industriels et énergie : structuration de la gouvernance, pilotage de la performance, déploiement à grande échelle et accompagnement des équipes dans la durée.
Mon expérience m’a permis de travailler au plus près des directions et des équipes terrain, dans des contextes exigeants et multi-parties prenantes, avec une attention particulière portée à l’appropriation des changements et à leur efficacité opérationnelle.

company: Bartle

position: Acteur Industriel | Manager de la transformation

description: Appui à la structuration d’une démarche de transformation globale au sein d’une direction industrielle, intégrant plusieurs chantiers stratégiques. Réalisation d’une étude de perception, co-construction d’une feuille de route de transformation intégrée et accompagnement du CODIR et des équipes dans l’appropriation des enjeux, du langage commun et des méthodes de pilotage de la transformation.

position: Acteur secteur Energie | PMO Digitalisation des pratiques réglementaires QHSE

description:
Appui au pilotage d’un projet de digitalisation du processus de gestion des coactivités dans un environnement industriel à fortes exigences sécurité
Structuration des standards de pilotage du projet : indicateurs de suivi, instances de gouvernance et modalités de reporting
Coordination des parties prenantes internes et externes (métiers, équipes SI, achats, fournisseurs)
Sécurisation des jalons projet et aide à la décision auprès du chef de projet
Contribution à la mise en cohérence des pratique

company: Talan Consulting

position: EDF - Division Production Nucléaire | Manager – Programme de transformation industrielle

description:
EDF – Direction Production Nucléaire :
Appui à la direction d’un programme national de transformation à fort enjeu opérationnel
Structuration de la gouvernance, des modes de pilotage et des indicateurs de performance
Animation des revues de projets et accompagnement des équipes projet dans la durée
Déploiement de méthodes et dispositifs favorisant l’appropriation terrain

position: Enedis | Responsable déploiement & conduite du changement – Programme national

description:
Enedis - DSI
Pilotage du déploiement d’un outil métier à grande échelle (≈ 25 000 utilisateurs)
Définition et mise en œuvre de la stratégie de conduite du changement
Analyse des impacts organisationnels et opérationnels
Structuration du mode pérenne et gestion des situations sensibles / incidents

position: Responsable de projets de transformation et conduite du changement

company: julhiet sterwen

description: Accompagnement de directions et d’équipes métiers dans la structuration et le déploiement de projets et programmes de transformation, en particulier dans des environnements industriels et à fortes contraintes opérationnelles.

position: EDF UTO | Responsable projet – Pilotage de la performance et management visuel

description:
EDF UTO
Conception et mise en place d’un dispositif de pilotage de la performance pour une direction métier
Définition des indicateurs clés et structuration d’un tableau de bord de pilotage à destination du management
Mise en œuvre de pratiques de management visuel pour renforcer la lisibilité et l’alignement des équipes
Accompagnement des équipes dans l’appropriation des nouveaux outils et modes de pilotage
Contribution à l’amélioration continue des pratiques de suivi et de pilotage opérationne

evidence_experience: "Pilotage et accompagnement de programmes de transformation et de projets stratégiques pour des acteurs majeurs de l’énergie et de l’industrie." and "EDF – Direction Production Nucléaire : Appui à la direction d’un programme national de transformation..."

resolved_account_name: Bartle


Xixi Chen

sourced_title: Data Scientist

firm: Charles River Associates

headline: Data Scientist at Charles River Associates

about:
•	3-year work experience as a statistical modeler
•	Financial mathematics master's degree with strong knowledge in portfolio optimization, risk management, machine learning algorithms application in Finance
•	Strategic consulting experience in the pharmaceutical industry and agricultural industry
•	Rich experience in building optimization and simulation models for the agricultural industry
•	Proficient in using R shiny and Python to create visual web tools
•	Proficient in Excel, Python, R, SQL, MATLAB, LINGO, AMPL, Netica (Bayesian Net), TensorFlow, ExtendSim, Bloomberg, Stata, SAS, JavaScript, HTML, CSS, AngularJS, D3.js, Tableau, BI
Please feel free to contact via sissichen415@gmail.com if my skills and experience can contribute to your company.

position: Data Scientist

company: Charles River Associates

position: Statistical Modeler

company: Kromite LLC

description:
•	Applied Machine Learning algorithms (Neural network, Decision Tree, Random Forest, Naïve Bayesian, etc.) in Python or R to optimize portfolios and predict future values; Performed feature selection, algorithm selection and hyperparameters tuning to optimize models.
•	Created an R shiny visual web tool, launched in AWS, to help clients manage budgets more reasonably; Captured patient journey using SAS and R shiny; Designed web user interface and front ends using JavaScript, HTML, CSS, Angular J

position: Research Assistant

company: Lehigh University

description:
Conducted literature review and case analysis in Real Estate Investment Trust and charaterized them under different topics like risk-return, liquidity, valuation, etc.
Collected and cleaned data for REITS from 2012 to 2016.
Assisted Professor Price to grade  final project of Real Estate Finance course.

position: Wealth Management Intern

company: Nanyang Commercial Bank Ltd.

description:
Headquartered in Hong Kong, a subsidiary of BOC(HK) Limited
	Assisted the operation of personal wealth management, housing loan and personal credit.
	Coordinated all aspects of client account opening/closing processes and ensured inquiries were
addressed in a timely manner.
	Tracked the process of loan application process and facilitated with variety of personal transactions.

position: Marketing Department Intern

company: AXA

description:
One of the world’s top 500 companies, the word’s largest insurance group

	Trained by the manager of the Marketing Department in AXA and have a comprehensive understanding of insurance products and financial products of AXA.
Made marketing questionnaire,which include 10 comprehensive financial questions, to survey the investment preference of citizens in Hong Kong, with the assistance of a financial adviser, and made the accurate market position of insurance products.
Led 6 team members to comp

evidence_experience: Applied Machine Learning algorithms...to optimize portfolios and predict future values...Created an R shiny visual web tool, launched in AWS, to help clients manage budgets more reasonably

resolved_account_name: Charles River Associates


Gabor Poppen

publicIdentifier: gaborpoppen

sourced_title: Data-analist

firm: IG&H

headline: Data Scientist at IG&H | MSc Econometrics & Operations Research

about:
Ik ben een end-to-end data specialist met een achtergrond als data scientist. Ik haal energie uit het datagedreven aanvliegen van complexe, strategische vraagstukken, het ontwikkelen van werkende AI en data-oplossingen en het inbedden van verbeteringen binnen organisaties.

Ik werk binnen de retail-, zorg- en pensioensector op het snijvlak van data, AI en business en help organisaties bij het opzetten en in de praktijk brengen van data- en AI‑strategieën. Daarbij werk ik binnen het gehele dataveld, van het operationaliseren van werkbare datamanagement en governance tot advanced analytics en dataplatformen. Mijn kracht ligt in het verbinden van strategie met executie en het vertalen van abstracte ambities naar werkbare oplossingen.

company: IG&H

position: Shiftleider Verkoopklaar

company: Albert Heijn

position: Medewerker groenten en fruit

position: Penningmeester

company: T.C. Veracket

evidence_experience: "Ik werk binnen de retail-, zorg- en pensioensector op het snijvlak van data, AI en business en help organisaties bij het opzetten en in de praktijk brengen van data- en AI-strategieën."

resolved_account_name: IG&H


David R. Treadwell IV

sourced_title: Developer - Data Science

firm: Logic20/20, Inc.

headline: Developer for Data Science projects at Logic 20/20

about:
Applied data scientist passionate about delivering impact through analysis, automation, and artificial intelligence. I bring a background in data analytics, AI, and computer vision research to extract information from data - no matter what modality.

Experienced in designing, tuning, and implementing algorithms and machine learning/deep learning models.

Skilled at translating analytical methods, results, and data visualizations into actionable, business-aligned impact.

I'm especially interested in working with geospatial data on environmental and climate-focused projects.

position: Developer - Data Science

company: Logic20/20, Inc.

position: Applied Machine Learning Researcher (Master’s Intern)

company: Pacific Northwest National Laboratory

description: • Computer vision and AI research

position: Computer Vision Research Assistant

company: Northeastern University

description:
• Created a novel, slow-fusion, histogram-based CNN for color constancy that reduced mean angular error by up to 18%.
• Modified vision models using PyTorch and evaluated performance gains from experiments with non-sRGB color spaces.
• Collaborated with researchers to debug, adapt, and execute internal and open-source computer vision codebases.

position: Machine Learning Engineer & Environmental Data Analyst (Intern)

company: EARTH AND SPACE RESEARCH

description:
• Refined a spatial time series model using LSTM and a U-Net, achieving an R2 of 0.9 for sea ice concentration predictions.
• Led model design on a team of interns and helped develop preprocessing and data visualization programs in Python.
• Presented model results and deep learning methodology to oceanographic mentors, informing weekly research direction.

position: Group Reporting Analyst

company: TopSource Worldwide

description: Group Reporting Analyst as part of the FP&A (Financial Planning and Analysis) team. Continuation from my previous role at Blueback Global after the company was acquired by TopSource Worldwide.

position: Analyst - Chief Executive Office

company: Blueback Global

description:
• Reported monthly on over 40 financial and operational data reports to assist leadership’s strategic decision-making.
• Automated reporting using VBA, created budget forecasts, and designed dashboards for comprehensive reporting.
• Managed 1000s of client, lead, and sales records as Blueback Global CRM administrator for Salesforce and HubSpot.

position: Financial Data Analyst Intern

position: VBA Developer and Data Analyst

company: Meta

description:
• (Contracted/Contingent Worker via Blueback Global).
• Led creation of VBA programs to automate multiple existing dashboards for Novi controllership team, reducing the manual steps for updating the dashboards to importing data and “three-clicks” (running three macros).
• Used Meta query language “Daiquery” (SQL) to export and analyze financial data to provide the controllership team with a better understanding of Novi’s internal finances.

evidence_experience: "Applied data scientist passionate about delivering impact through analysis, automation, and artificial intelligence" and various IC roles (ML researcher, computer vision research assistant, financial/reporting analyst) - all hands-on technical or analytical delivery work with no internal knowledge/AI-adoption ownership remit.

resolved_account_name: Logic20/20, Inc.


Akshay Nikam

sourced_title: Data Engineering & Architecture Consultant

headline: Data Engineer | Insurance & Healthcare | Databricks|SQL, Python, PySpark, Airflow, Snowflake, Big Data

about:
Data Engineer with hands-on experience building scalable data pipelines and managing database workflows using Python, SQL, Airflow, dbt, Databricks, PySpark, and Snowflake. I design and automate end-to-end ETL/ELT processes that ensure clean, reliable data for analytics and decision-making. Passionate about writing efficient code, optimizing workflows, and delivering data solutions that drive impact

I’m continuously learning and exploring better ways to engineer data systems. Whether it's optimizing Spark jobs, improving data quality, or collaborating with cross-functional teams, I’m driven to deliver reliable, scalable, and impactful data solutions.

company: AArete

position: Senior Software Engineer

company: ValueMomentum

position: Senior Data Engineer

company: IntegriChain

position: Data Engineer

company: Eaton

position: Data Analyst

company: Vodafone Idea Limited

evidence_experience: "Data Engineer with hands-on experience building scalable data pipelines and managing database workflows using Python, SQL, Airflow, dbt, Databricks, PySpark, and Snowflake."


Ma. Adelle Gia Arbo

publicIdentifier: ma-adelle-gia-arbo

sourced_title: Senior Data Scientist

firm: Compass Lexecon

headline: Senior Data Scientist at Compass Lexecon

about: Adelle Arbo holds a Master in Data Science for Public Policy from the Hertie School, with a focus on the application of data science in competition economics and sustainable development. She is a trained statistician who completed her Bachelor of Science in Statistics (cum laude) from the University of the Philippines Diliman. She has worked in the development sector with the Philippine Competition Commission and Asian Development Bank to aid in policymaking in antitrust, urbanisation and transport. During her studies at the Hertie School, she contributed to developing an R package for causal modeling at the WZB Berlin Social Science Center. She is currently a Data Scientist at Compass Lexecon assisting private clients and regulatory bodies in antitrust decision-making.

position: Senior Data Scientist

company: Compass Lexecon

position: Data Scientist

position: Associate Data Scientist

position: Data Science Intern

position: Research Assistant

company: WZB Berlin Social Science Center

description:
Institutions and Political Inequality Unit
• Tested the R package, CausalQueries, used to build, update, and query causal models.
• Tested R code for a study analyzing COVID mortality models and created visualizations for migration flow data.

position: Economic Research and Statistics Consultant

company: Asian Development Bank (ADB)

description:
• Provided policy insights to governments of Asia-Pacific countries through economic research and data analysis.
• Co-authored the paper “How (Un)affordable is housing in developing Asia?” published in the International Journal of Urban Sciences (2020) and analyzed housing affordability measured by price-to-income ratio in Asia-Pacific cities using data on housing prices and household income and expenditure surveys.
• Conducted data analysis and visualization, estimated housing affordability and

position: Competition Policy Consultant

company: Philippine Competition Commission

description: • Analyzed e-commerce trends and policies to develop a framework for evaluating competition in digital markets.

position: Competition Analyst

description:
• Conducted quantitative analyses of mergers and acquisitions across various industries such as transport, real estate, retail, manufacturing, logistics, digital, and knowledge process outsourcing.
• Conducted market inquiries into abuse of dominance and anti-competitive agreements in the energy, retail petroleum, and rice sectors.
• Conducted critical loss, diversion ratio, and regression analysis. Performed web scraping, text mining, and geospatial analysis.
• Pioneered R tools for geographic

evidence_experience: "She is currently a Data Scientist at Compass Lexecon assisting private clients and regulatory bodies in antitrust decision-making."

resolved_account_name: Compass Lexecon