Dorothy Phukan

publicIdentifier: dorothyphukan

sourced_title: Data Analyst

firm: Launch Consulting Group

headline: Data Analyst at AWR team_Microsoft

about:
Seeking  for new opportunity to use my skills as Compensation/BI Analyst.
Contact me at Dorothy.phukan@gmail.com
Over 8 years experience as a Compensation Analyst and team lead ,  have experience in SQL, Data Analysis ,Microsoft Office, Power Pivot, Tableau and SQL Server.

position: Data Analyst

company: Launch Consulting Group

description: Microsoft AWR team

position: Microsoft World Wide Compensation Analyst, WWIC

company: Team Red Dog

description:
	Ensure quarterly payments are made accurately and on time for over 500 sales participants across Microsoft( Canada Sales Participants)

       Ensure Setup done in internal tool for 1200 plus sales participants across the world manually.

	Manage the data integrity of quota targets, revenue, roles, and personnel information
	Respond to escalated issues and questions concerning implementation of the incentive plan and policies.
	Provide direction and guidance to the Canada sales team on how

position: Marketing Data Analyst

description:
My job duties include :
	Responsible for creating weekly and monthly reports which are distributed to top-level management along with insights and analysis using SQL and Excel.
	Responsible for tracking and analyzing all digital marketing and advertising activities – click-through rates, conversion rates, cost-per-click, and cost per acquisition.
	Consulting with business managers to assess effectiveness of online marketing programs via Google AdWords and Bing ads.
	Identifying trends and b

position: CSR

company: Denali Advanced Integration

description:
Audit/review customer support calls, determine the cause and effect for the call and enter those details into a database.
Analyze and report on support calls.

position: BA and Team Lead Shahnaz Herbals

company: Shanaz Herbal

description:
Developed comprehensive sales report which were used at the Weekly Business Meetings by senior management to take various operational and strategic business decisions. The initial steps involved understanding the data in the source systems and creating various Oracle tables for reporting and then build automated excel reports. The excel reports provided an insight about the daily/weekly sales trends at multiple grains like distributors, franchise and Parlor sales.
Developed multiple detail level

evidence_experience: "Support Microsoft US Business Sales & Operations team"; "Ensure quarterly payments are made accurately and on time for over 500 sales participants across Microsoft"; "Manage the data integrity of quota targets, revenue, roles, and personnel information" - all client-facing compensation/BI analyst work with no internal function ownership.


Kinza M.

publicIdentifier: malikinza

sourced_title: Senior Data Consultant

firm: Nous Group

headline: Consultant | Data Science | Aerospace Engineer

about: My expertise spans a wide range of domains, from aerospace engineering and autonomous systems to machine learning and data science. I have implemented algorithms for autonomous vehicles including object detection and object tracking, leveraging sensor fusion and neural networks. In the realm of data science, I am proficient in Python, R, SQL, and ML/AI libraries, deploying predictive models, clustering tasks and anomaly detection. This breadth of experience enables me to bring a holistic approach to solving complex problems and driving innovation across various industries. I am actively seeking opportunities to collaborate and contribute my skills to forward-thinking teams and projects.

position: Senior Data Consultant

company: Nous Group

end: Present

position: Consultant

position: Aircraft Landing Gear Performance Engineer

company: Collins Aerospace

position: Mechanical Engineer

company: City of Edmonton

description: Facilities and Infrastructure

company: Government of Alberta

description: Environmental Monitoring and Energy Management

disposition: DISQUALIFIED

internal_vs_external: external

band: review

band_reasons: disqualified; builder

evidence_experience: "In the realm of data science, I am proficient in Python, R, SQL, and ML/AI libraries, deploying predictive models, clustering tasks and anomaly detection." - describes individual technical delivery work, not ownership of any internal firm function.

resolved_account_name: Nous Group

in_612: yes

in_575: yes

suppressed: no


Vishnu Vardhan Reddy Kandada

sourced_title: Machine Learning Engineer

firm: Omnex Inc

headline: ML-Engineer@Omnex Software Solutions | Ex - Associate AI Engineer- Intern @ Novitates | Ex-Intern @Infosys Springboard | SPSU Student | AI & ML Enthusiast | Driven by Data, Inspired by Innovation

about: 🚀 I'm Vishnu Vardhan Reddy Kandada, a 4th-year Computer Science student specializing in AI and ML, passionate about solving real-world problems through technology. I'm currently working on my major project, Recursive Abstractive Tree-Organized Retrieval (RAPTOR), and have hands-on experience in AI-driven systems and data analytics. Always eager to learn and innovate, I aim to make a meaningful impact in the field of technology. Let’s connect and collaborate!

position: Machine Learning Engineer

company: Omnex Inc

position: Associate AI Engineer- Intern

company: Novitates

description:
As an Associate AI Engineer Intern, I am deeply engaged in Agentic AI development, focusing on building and integrating autonomous AI agents using CrewAI. My role is centered around deploying intelligent systems that seamlessly interact with and enhance existing infrastructures.

🔹 Agentic AI Development – Designing and implementing AI agents that can autonomously analyze, process, and respond within dynamic environments.
🔹 End-to-End AI Pipelines – Constructing robust machine learning pipelines

position: Artificial Intelligence Intern

company: Infosys Springboard

description:
AI Intern & Scrum Master @ Infosys Springboard
November 2024 - Present

Currently interning at Infosys Springboard as an AI Intern, I am gaining hands-on experience in applying machine learning and artificial intelligence to solve real-world challenges. My responsibilities include developing AI models, conducting data analysis, optimizing algorithms, and deploying efficient, pipelined models to create data-driven solutions.

I am involved in projects focusing on natural language processing, pred

internal_vs_external: unclear

band_reasons: disqualified; ie_unclear; company_concern; builder

evidence_experience: "My role is centered around deploying intelligent systems... Constructing robust machine learning pipelines, specializing in data preprocessing, modeling, and optimization for intelligent decision-making."

resolved_account_name: Omnex Inc


Ajurn Thirunavukkarasu

sourced_title: Expert Risk Management

firm: PEC Group

headline: Zertifizierter Risk Manager bei PEC Group | Projekt- & Prozessmanagement

about:
Als zertifizierter Risikomanager bei der PEC konzentriere ich mich insbesondere auf den Bereich Risikomanagement, internes Kontrollsystem und die Entwicklung von Risikotools. Ich bringe fundierte Kenntnisse in der Implementierung und Optimierung von Prozessen mit und bin erfahren in der Schulung neuer Mitarbeiter.

In meiner Rolle als Center of Competence Lead leite ich ein Kompetenzfeld, das spezifisches Wissen, Methoden und Standards für Prozess- und Risikomanagement bereitstellt, um die Projekttätigkeiten der PEC zu unterstützen. Mein Ziel ist es, Unternehmen bei der nachhaltigen Risikominimierung und Prozessoptimierung effektiv zu unterstützen.

position: Fachexperte Risikomanagement

company: PEC Group

description: Zertifizierter Risikomanager mit entsprechender praktischen Expertise.

position: Kompetenzfeldleiter Prozess- und Risikomanagement

description: Das Kompetenzfeld dient als Quelle von Prozess- und Risikomanagementspezifischem Wissen, Methoden sowie Standards und berät bei der Umsetzung im Rahmen aller Projekttätigkeiten der PEC GmbH.

position: Projektleiter

description: Bereich Risikomanagement und Internes Kontrollsystem sowie IT-Tool Entwicklung (Risikotool)

position: Masterand

company: Aesica Pharmaceuticals Ltd

description: Thema: Optimierung der Produktionslogistik unter Berücksichtigung der Wandlungsfähigkeit in einem Unternehmen der Pharmaindustrie (Note: 1,3).

position: Studentische Hilfskraft

company: Technische Universität Chemnitz

description: Professur Fabrikplanung und Fabrikbetrieb: Wissenschaftliche Unterstützung in diversen Teilprojekten wie Planung der Industrie 4.0 und Digitalisierung, Einsatz von Assistenzsystemen, Instandhaltung

company: Daimler AG

description: Ferientätigkeit im Mercedes Benz Werk Bremen - Bereich Produktion und Logistik

primary_strip: C

internal_vs_external: internal

band_reasons: disqualified; owns_internal_but_killed

evidence_experience: "In meiner Rolle als Center of Competence Lead leite ich ein Kompetenzfeld, das spezifisches Wissen, Methoden und Standards für Prozess- und Risikomanagement bereitstellt, um die Projekttätigkeiten der PEC zu unterstützen."

in_612: no

in_575: no

match_method: unresolved


Vincenzo Verazzo

sourced_title: Consultant - Capital Markets | Investment Banking, Risk & Regulatory

firm: Be | Shaping the Future

headline: Finance | Ex-Deloitte | Strategy, Data & Impact

about:
I have developed my professional experience in structured and fast-paced environments, focusing on complex, cross-functional initiatives with a strong strategic dimension—particularly in the areas of ESG, data, and technology.

I approach each project with an analytical mindset, a focus on clarity, and a drive for continuous learning. Working closely with senior stakeholders has sharpened my ability to navigate complexity, generate insight, and contribute to value creation.

Finally, I’m keen to contribute to strategic advisory contexts where analytical rigor, tangible impact, and intellectual challenge are central to the work.

company: Be | Shaping the Future

description:
• Structured and led cross-functional initiatives focused on sustainability-driven business transformation, aligning product and risk governance to strategic ESG goals
• Designed a proprietary ESG classification operating model to enhance product strategy, client segmentation, and regulatory positioning
• Optimized Product Governance ESG framework for stronger regulatory compliance and risk management
• Translated evolving EU regulations (SFDR/Taxonomy) into business decisions that reshaped go-t

position: Analyst - Financial Services

company: Deloitte Consulting

description:
Finance & Performance Team

• Supported end-to-end digital transformation initiatives focused on regulatory compliance, process optimization, and data governance
• Translated business needs into data-backed insights, driving decisions on UTP management, ESG risk classification, and operational prioritization
• Performed in-depth due diligence and business plan evaluation in M&A contexts, analyzing servicing agreements, SLAs, and KPIs for acquisition targets
• Contributed to the design and implem

role_nature: other

band: clear

band_reasons: disqualified

evidence_experience: Structured and led cross-functional initiatives focused on sustainability-driven business transformation, aligning product and risk governance to strategic ESG goals; Designed a proprietary ESG classification operating model to enhance product strategy, client segmentation, and regulatory positioning

resolved_account_name: Be | Shaping the Future


Kavita Limbachiya

sourced_title: Corporate Governance Advisor

firm: Acclime

headline: Corporate Governance Advisor

about:
● A Graduate from The Governance Institute of Australia in 2020.
● I am a Company Secretary from the Institute of Company Secretaries of India, a Law Graduate and a Master’s in Commerce Graduate from Mumbai University.
● A Corporate Governance Professional with more than 5 years of Industry (various practicing Company Secretarial Firms providing secretarial, legal and compliance services to Multinational Corporate Clients) and In-House (Executive in the Secretarial Department of a leading logistic company) experience.
● Proficient in the administration of a company, like maintaining all statutory books and records, organising board and general meetings, preparing agendas and taking minutes.
● Liaised and built a strong internal and external stakeholder relationship.

position: Corporate Governance Advisor

company: Acclime

position: Junior Assistant Company Secretary

company: Automic Group

position: Associate - Corporate Secretarial

company: TMF Group

position: Volunteer - Office Administrative Assistant

company: St Vincent de Paul Society NSW

position: Stay-at-Home Parent

company: Stay-at-Home Parent

description:
During this time, I travelled frequently with a kid due to spouse relocations and spent time parenting a child. Now eager to return to pursuing a full-time career. In that time:
●	Pursued a full-time study and completed Graduate Diploma of Applied Corporate Governance from The Governance Institute of Australia.
●	Volunteered at local services.

position: Company Secretary

company: Shantilal Dand & Co.

description:
●	Managed, updated and renewed legal files and records of all clients both electronically and physically.
●	Assured periodical Regulatory Compliances and Company Secretarial functions with applicable rules and regulations.
●	Liaised with government and regulatory agencies on behalf of clients.
●	Drafting and formatting, Vetting, Consulting, Editing, Power of Attorneys, Affidavits, Letters, Deeds etc. for clients.
●	Attention to detail through process of proof-reading agreements.
●	Managed all t

company: Yusen Logistics (India) Pvt Ltd.

description:
●	Company Secretarial Work including Board, Committee and Shareholder meeting and Board paper preparation, including working with the Board to finalise Notice, Agenda and Minutes.
●	Organisational skills in maintaining records and filing returns in prescribed formats.
●	Proficiency with MS Office through drafting Board Papers, registering and executing of Contracts, creating presentations.
●	Good and clear communication skills at all levels within the organization including attending Board meeti

position: Assistant to Advocate

company: Devang Shah , Law Practice Consultant

description:
●	Attended the High Court hearings.
●	Assisted senior in his Chamber for drafting legal documents including matters related to Dishonor of Cheque matters, Civil Suits, notices etc.
●	Incorporation of a Private Limited Companies and Compliances.

evidence_experience: "A Corporate Governance Professional with more than 5 years of Industry (various practicing Company Secretarial Firms providing secretarial, legal and compliance services to Multinational Corporate Clients)"

resolved_account_name: Acclime


Birgit Augsburg

sourced_title: Bid Manager

firm: Mercer Deutschland GmbH

headline: Senior Proposal Manager, Principal at Marsh Deutschland GmbH

position: Bid Manager

company: Mercer Deutschland GmbH

position: Marketingmanager Kampagnen & Innovationen

company: Office World AG

position: Brand Manager

company: Ciba Vision AG

description: Planung, Durchführung und Kontrolle aller Brandaktivitäten für Tages-Kontaktlinsen; insbesondere Entwicklung von Launch-Kampagnen

position: Assistente di Direzione

company: Magis SpA

description: Projektmanagement: Koordination der Produktentwicklungen von Designmöbeln

position: Product Manager

company: Haleko Italia srl

description: Planung, Durchführung und Erfolgskontrolle des gesamten Marketing-Mix

position: Assistenz der Geschäftsleitung Marketing/Vertrieb

company: Papier Rissmann GmbH

description: Stabsfunktion inkl. Betreuung internationaler Key-Accounts der Luxusgüterindustrie

evidence_experience: No description given for Bid Manager role beyond title; prior roles all marketing/brand/product management (e.g. "Konzeption, Steuerung und Erfolgskontrolle von Multichannel-Kampagnen")

resolved_account_name: Mercer Deutschland GmbH

suppressed: yes


Xiaomei SU

sourced_title: Senior Research Associate

firm: CXG

headline: Senior Research Executive in Customer Insights Practice within CXG

about: Customer Success Manager with 5+ years of experience in international customer research, specializing in high-end, luxury and cosmetics brands. Skilled in delivering end-to-end research projects, translating complex data into actionable insights

position: Customer Success Manager - Customer Insights

company: CXG

description:
Managed client accounts end-to-end for high-end and luxury brands, driving satisfaction and retention
Deliver end-to-end research projects, translating business needs into actionable insights
Analyze complex datasets to produce clear recommendations supporting strategic decisions
Coordinate international, cross-functional teams to ensure timely, high-quality delivery
Consistently deliver projects on time and within budget across multiple engagements
Support the development of research methodolog

position: Senior Research Associate

description:
Involved in each step of customer researches (quantitative and qualitative) from proposal to reporting for luxury and premium brands:
- Involved in research proposal design for clients
- Involved in designing quantitative questionnaire, screening questionnaire and discussion guide
- Launch, coordinate and supervise the Fieldwork
- Quality Check of Data
- Data clean and Data processing
- Data analysis (both qualitative and quantitative)
- Reporting

position: Junior Research Executive

position: Business Developer

company: Petsochic

description:
Communicated with Chinese manufacturers about production and logistic;
Managed and Controlled stock in Paris warehouses, Chinese warehouse and factories;
Promoted Petsochic brand to Chinese customers by setting up Wechat official platform and developing partnership with Chinese travel agencies.

position: Customer Service

company: Park Hyatt

description:
Assisted chef to control the raw materials budget by analyzing customer demand and predicting potential customers;
Improved the process of ordering dishes by communicating with host and kitchen during the peak time;
Served guests and made great memories for them in Park Hyatt Guangzhou;
Satisfied customers’ needs and created good customer experience;
Reviewed customers’ comments online and improved service based on comments.

content:
Really proud to be part of this journey!!
Grateful to be learning and growing with such a global team, and excited for what's next.

evidence_experience: "Deliver end-to-end research projects, translating business needs into actionable insights" and "Managed client accounts end-to-end for high-end and luxury brands, driving satisfaction and retention"


Alan O'Rourke

publicIdentifier: alanorourke

firm: emagine

headline: Data Analyst

about:
Experienced Data Analyst with a demonstrated history of working in the financial services industry.

Skilled in Change Management, Data Analysis, SQL, Axiom and Microsoft Excel. Also skilled in Search Engine Optimization, Market Research, Customer Experience Management, and Presentations.

Strong information technology professional with a Higher Diploma in Data Analytics from National College of Ireland.

position: Data Analyst

company: emagine

position: Data & Reporting Lead

company: The Insurance Institute

description:
Creating Business Intelligence Dashboards for senior management
• Automating reporting solutions throughout the organisation
• Leading workstream for data migration on large-scale change project
• Upskilling staff members in data literacy to empower data-driven decision making
• Fixing any data issues that arise

position: Finance Data Analyst

company: AIB

description:
-Advancing change management projects from end to end
-Investigating data quality issues and attending data remediation forums to devise strategic fixes
-Collaborating with various business areas to deliver large-scale reports
-Delivering financial reports using financial analytics software - Teradata, Axiom & Microsoft Excel
-Coding manual adjustments to financial reports & recommending code changes for report automation

position: Marketing Executive

company: Blue Insurance Ltd

description:
- Designing data-driven email campaigns for several brands
- Analysing & reporting on marketing performance, competitive activity & price points
- Liaising & networking with stakeholders, suppliers and partner organisations
- Assisting with the management of Blue's online advertising campaigns
- Contributing to Blue's TV, Radio, Outdoor & PR campaigns
- Curating content pieces for the Blue Insurance blog
- Managing and updating the customer database
- Coordination of consumer & trade events/e

position: Sales Advisor

company: Sky

description:
-Closing sales through a combination of inbound calls and online leads.
-Creating the best possible value for both company and customers.
-Working closely with my team members to ensure top team performance.
-Consistently achieving both team and personal weekly targets.
-Taking ownership of all customer queries that come my way.
-Supporting management with constructive feedback from daily operations.
-Providing excellent customer service through a combination of the above.

position: Mailroom Operative

company: Independent News & Media

description:
-Working in teams and individually operating packing machinery
-Requires on-the-spot decision-making
-Excellent communication is a key skill in this position
-Demands the ability to work both long and overnight shifts

position: Direct Sales & Marketing

company: Simple Sales & Marketing

description:
-Managed accounts nationwide for companies such as Vodafone & Airtricity
-Sold products and services to members of the public using personal selling skills
-Consistently met and exceeded sales targets
-Became adept at strategic decision-making
-Learned to use lateral thinking in order to control dynamic situations
-Participated in daily group learning to continually improve skills

position: Reservist

company: Irish Defence Forces

description:
- Performed duties of a part-time soldier, from recruit level to 3-star private rank
- Completed basic training, weapons courses, parade exercises and military examinations
- Learned camouflage techniques, chain of command and ceremonial manoeuvres
- Other duties included sentinel duty, security duty, night watch and cleaning duty
- Also performed various tactical exercises

band_reasons: disqualified; company_concern; builder

evidence_experience: "Creating Business Intelligence Dashboards for senior management... Automating reporting solutions throughout the organisation... Leading workstream for data migration on large-scale change project" - hands-on BI/reporting/data migration work, not ownership of an internal knowledge/AI/governance function.

resolved_account_name: emagine UK


Nicolas GICQUEL

sourced_title: Associé - implid - Management de projet : Transformation digitale

firm: implid (ex Segeco)

headline: Directeur Associé - implid

company: implid (ex Segeco)

description:
>> Secteur de l'énergie
SI Gestion/Finance :
-	Appui à l’animation des réseaux domaine Gestion & Achat
-	Sécurité financière : organisation et réalisation de revues de comptes & habilitations aux SI Gestion Finance, animation de réseau
-	Projet de SI Décisionnel (AMOA ; ex :  calcul des coûts complets de production par filière (technologie SAP)),
-	AMOA sur projets SIGF : outillage processus de demandes d’achats, élaboration budgétaire
Nucléaire, outil de gestion de portefeuille de projets (ac

position: Consultant Manager

company: Magellis Consultants

position: Stage - Capital retournement

company: Société Générale Asset Management

description:
- Appui au suivi du portefeuille LBO (Europe de l'Est)
- Appui à la création d'un nouveau fonds

position: Stage Credit Analyst (analyse obligataire)

company: LCL

position: Stage - Fonds Commun de Placement Innovation

company: AXA Private Equity

description:
- Analyse des dossiers d'investissement
- Participation aux salons
- Suivi du portefeuille de start-up
- Appui à la levée d'un nouveau fonds

position: Stage Contrôle de gestion -

company: Hewlett-Packard

description:
- Réalisation des clôtures mensuelles et production des notes d'analyses
- Appui à la définition des coûts complets (méthode ABC)
- Appui à l'élaboration budgétaire

evidence_experience: "Secteur de l'énergie SI Gestion/Finance : Appui à l'animation des réseaux domaine Gestion & Achat... Projet de SI Décisionnel (AMOA...)... AMOA sur projets SIGF"

resolved_account_name: implid


Chiara Pantring

sourced_title: Content Marketing Managerin

firm: Etribes

headline: Content Marketing Managerin @Etribes

position: Content Marketing Managerin

company: Etribes

position: Marketingmanagerin

company: Trailblazer Summits

position: Junior Marketing Managerin

company: TalentBait

position: Werkstudentin im Content Marketing

company: HQLabs

company: engesser marketing gmbh

evidence_experience: All roles: Content Marketing Managerin, Marketingmanagerin, Junior Marketing Managerin, Werkstudentin im Content Marketing, Praktikantin im Eventmarketing und Projektmanagement - consistent marketing career path with no internal knowledge/AI/governance function ownership.

resolved_account_name: Etribes


Max Behrendt

publicIdentifier: maxbehrendt

sourced_title: Data Operations and Reporting Analyst

firm: Cartesian

headline: Data Analyst at Cartesian

position: Data Operations and Reporting Analyst

company: Cartesian

position: Data Associate

company: New Hampshire Democratic Coordinated Campaign

position: AI Trainer

company: DataAnnotation

description: Trained AI models in a variety of programming languages by supplying code snippets, evaluating responses, and optimizing algorithms for enhanced accuracy and efficiency

position: Developer

company: monkeyWizard Studios

description:
-Spearheaded UI design efforts for Cerulis, an open-world 2D adventure game, maintaining an efficient and polished interface using Unity and C#
-Innovated level design, backstory, game mechanics, and artistic vision for the Cerulis project within a 5 person team

position: Supervisor

company: J.P. Licks Homemade Ice Cream Cafe

description:
-Worked to provide fast, friendly customer service alongside a team of 3-5 other employees
-Displayed a mastery of all store equipment through the ability to individually handle any customer order

position: Computer Science Tutor

company: Juni Learning

description:
-Guided high school students in Python programming with a focus on problem-solving and algorithmic thinking
-Developed comprehensive lesson plans to enhance students’ understanding of programming concepts

position: Digital Content Support Specialist

company: Yale Divinity School

description:
-Maintained and updated the library’s website, creating online guides for enhanced user experience
-Provided technical support and troubleshooting assistance to library staff and patrons
-Utilized multimedia editing software for video production and digital content creation

band_reasons: disqualified; ie_unclear; builder

evidence_experience: No description provided beyond title; prior experience is unrelated (game dev, tutoring, ice cream cafe supervisor, library digital content).

resolved_account_name: Cartesian


Dan Horowitz

sourced_title: Governance, Risk & Controls Associate

firm: DLA, LLC

headline: Governance, Risk and Controls Associate at DLA, LLC

about: I am a recent graduate of the University of Alabama, majoring in Accounting and Finance. Currently, I am a Governance, Risk, & Controls Associate at DLA, LLC. I pride myself on being hardworking, detail oriented, and dependable. Whether working independently or as part of a team, I strive to deliver high-quality work and build strong professional relationships.

position: Governance, Risk & Controls Associate

company: DLA, LLC

position: Internal Audit Intern

description:
*Tested the effectiveness of internal controls and Sarbanes-Oxley (SOX) audits in a variety of business areas
*Participated in walkthroughs with clients and external auditors to understand and document key business processes and control activities
*Gained experience in internal control frameworks and risk assessment techniques
*Presented to senior leadership ways the company could use AI to work more efficiently and improve audit processes

position: Caddie

company: Cedar Hill Golf & Country Club

description:
*Networked with members and other caddies
*Top rated caddie by the membership.

position: Recruiting and Sourcing Specialist

company: RxSalesPros

description:
*Worked with Recruiters to establish candidate interview slates.
*Conversed with candidates about key aspects of the job as well as the candidates background.
*This work was primarily project based for a large scale sales force expansion.

description: *Provided support to the golfers by helping with club selection, yardage from the hole, and general course navigation.

description: *Utilized LinkedIn to identify appropriate potential candidates

position: Camp Counselor

company: Centercourt Sports Academy

description:
*Mentored campers
*Ensured safety throughout the activities

position: Delivery Driver

company: Godfather's Pizza

description: *Safely delivered customers orders from the restaurant to their desired location.

band_reasons: disqualified; ie_unclear

evidence_experience: "Tested the effectiveness of internal controls and Sarbanes-Oxley (SOX) audits in a variety of business areas"

resolved_account_name: DLA, LLC


Sally M. Dufek

publicIdentifier: sallydufek

sourced_title: Data Scientist

headline: Data Scientist at INSIGHT2PROFIT

about: Versatile statistician and data scientist with years of hands-on data analysis experience. Leveraging expertise in Python, R, SQL, and SAS, I have delivered impactful analyses ranging from traditional statistical techniques to NLP and computer vision deep learning models. Proven ability to collaborate effectively in interdisciplinary teams (1-10 team members) and contribute to high-quality deliverables, peer-reviewed conference papers, and journal publications.

position: Data Scientist

position: Senior Business Intelligence Analyst

company: Quantum Health

position: Battelle

company: Full-time

end: Columbus, Ohio, United States

position: Graduate Teaching Assistant

company: Miami University

description: Teaching Assistant for Introductory Statistics course (STA 261).

position: Machine Learning/Statistics Intern

company: Battelle

description:
- Created framework for auto-generated reports to facilitate the direct comparison of neural network models as part of the NeuroLife project.
- Parsed and compiled several chemical databases and developed a NLP neural network using Keras API to detect which proteins would catalyze a particular chemical reaction.

position: Intern

company: Resonant Sciences LLC

description:
- Worked in the CTISR lab at AFIT (WPAFB) on a Moment-Based Detection Algorithm. Ran simulations in MATLAB, optimized the algorithm’s parameters, and assessed potential improvements to the algorithm using L-moments.
- Evaluated the effectiveness of no-reference image quality assessments for super-resolution radar imaging.

position: Student Statistical Consultant in BCC

company: Northern Kentucky University

position: Teaching Assistant

description: Assisting students in learning introductory statistics topics, proctoring exams, grading assignments.

evidence_experience: Versatile statistician and data scientist with years of hands-on data analysis experience... delivered impactful analyses ranging from traditional statistical techniques to NLP and computer vision deep learning models


Amritha Sushil AGIA, ACG

sourced_title: Corporate Governance Manager

headline: Company Secretary & Corporate Governance Professional

about:
With 9 years of expertise in providing comprehensive company secretarial services, corporate governance advisory, and regulatory compliance, I have a proven track record of working with ASX-listed, dual-listed (NASDAQ), unlisted companies, and not-for-profits. My experience spans various sectors, including biomedical, mining, and education.

I excel in managing the business of board and senior management, driving high performance, and project managing capital market transactions while consistently ensuring legislative and regulatory compliance and striving for continuous improvement.

I hold a Graduate Diploma in Corporate Governance and Risk Management (GIA) and a Bachelor's degree in Law and Legal Science.

position: Corporate Governance Manager

company: Acclime

position: Assistant Manager Company Secretary

company: VISTRA

position: Associate Company Secretary

position: Company Secretarial Senior Officer

company: Alter Domus

position: Assistant Company Secretary

company: Tax & Super Australia

description:
Assisting the boards of two public companies with meetings and governance matters. Assisting the CEO in advising the Board on corporate governance matters and liaising with regulators such as ASIC and TPB.
My specialization includes drafting - policies, By-laws, agreements, etc.

position: Paralegal

company: ACMF Project Finance and Advisory

description:
1.	Drafted mortgage documents such as Facility Agreement, General Security Agreement, NDAs, mortgage default notice, etc.
2.	Conducting due diligence checks such as Title searches, PPSR searches, bankruptcy searches, assessing creditworthiness, ASIC searches, etc.
3.	Developed internal IT & data management policy, employee code of conduct and continually reviewing loan terms and conditions & privacy policy.
4.	Effectively handled end to end loan management for various facilities totaling over $

position: Legal Assistant

company: Mera Law

description:
1.	Drafting template contracts such as NDAs, Lease agreements, Master-Supply agreements, etc. for the database (ready to be downloaded by clients).
2.	Networked with Lawyers and was successful in signing in 15 reputed lawyers and 5 mid-tier law firms to provide online legal services.
3.	Researching on relevant laws

position: Associate

company: HSB Partners

description:
1.	Assisted Partner in litigation matters by drafting notices, summons, briefs, writs, etc
2.	Proactively negotiated and drafted a €5,000,000 investment agreement, wherein a Portuguese investor invested in an automotive components manufacturer based in India.
3.	Drafted and reviewed wills,  various commercial agreements such as MOUs, business transfer agreement, contract of sale and legal notices, etc.
4.	Independently conducted corporate due diligence of  Actavis pharma Manufacturing Private L

evidence_experience: "9 years of expertise in providing comprehensive company secretarial services, corporate governance advisory, and regulatory compliance" and "Assisting the CEO in advising the Board on corporate governance matters and liaising with regulators such as ASIC and TPB"


Anna-Lena Ryck

sourced_title: Senior Consultant Transformation & Change

firm: rpc - The Retail Performance Company

headline: Digital Transformation & Business Consulting

position: Vollzeit-Elternschaft

company: Career Break

description: Mutterschutz mit anschließender Elternzeit

company: rpc - The Retail Performance Company

position: Consultant Transformation & Change

position: Masterandin

company: BayWa AG

description:
Thema der Thesis:
Verankerung des Customer-Centricity-Ansatzes in Unternehmen mit Omnichannel-Strategie zur Steigerung der Kundenbindung

position: Business Development Manager

company: Trenkwalder Learning GmbH

position: Fellow

company: Droege Group Unternehmer-Beratung GmbH

position: Digital Learning Expert

company: Trenkwalder Group

position: Werkstudent Internationales Marketing & Digital Learning

evidence_experience: No description of any internal-firm knowledge, IP-reuse, or AI-adoption ownership; prior roles (Business Development Manager, Digital Learning Expert) are also external/client or sales-facing, not internal knowledge functions.


Rubén Sardón

sourced_title: Senior Information Officer

firm: Compass Lexecon

headline: Senior Information Officer at Compass Lexecon

about: Information Management and Knowledge Management professional with extensive experience delivering document control, business intelligence, and operational support across major infrastructure projects, international financial institutions, and global consulting firms. Passionate about transforming information into strategic value by driving collaboration, process efficiency, and data-informed decision-making. Fluent in English and Spanish, with basic proficiency in French.

position: Senior Information Officer

company: Compass Lexecon

position: Document Controller

company: AECOM

description: Led document control and information management across high-value rail and infrastructure projects, driving process efficiency, compliance, and cross-functional collaboration. Enabled successful project delivery by optimizing document workflows, coordinating critical deliverables, and ensuring effective communication between project teams, clients, and contractors.

position: Knowledge Management Consultant at Global Environment Facility. Independent Evaluation Office

company: World Bank Group

description: Led publication management, overseeing end-to-end content production, stakeholder coordination, and budget management. Drove cross-functional collaboration with editors, translators, and external partners while developing communication strategies, executive presentations, and digital content to maximize engagement and operational efficiency.

company: Tecnicas Reunidas

description: Managed document control and information management for large-scale power and oil & gas projects, ensuring compliance, accuracy, and seamless coordination across engineering teams and stakeholders. Optimized document workflows, delivered executive project reporting, and enabled efficient collaboration to support on-time project execution.

disposition: QUALIFIED

evidence_experience: "Support the delivery of complex competition cases by managing project documentation, preparing reports for the Legal team, and coordinating project case billing. Leverage business intelligence platforms to gather market, industry, and statistical data, enabling cross-functional teams to make informed, data-driven decisions while ensuring efficient information management and timely project delivery."

resolved_account_name: Compass Lexecon


Eleanor Lefgren

publicIdentifier: eleanor-carlile

sourced_title: Assistant Director - Training and Development

headline: Assistant Director at Compass Lexecon

position: Senior Analyst

position: Analyst

position: Teaching Assistant

company: Brigham Young University

position: Summer Analyst

description:
Economic Consulting Internship:
- Cleaned large datasets using Stata and PySpark
- Calculated descriptive statistical analyses for said datasets
- Researched and wrote a memo on the anti-competitive implications of a proposed merger
- Checked the veracity of ~500 citations for an expert litigation report

position: Deal Support Specialist

company: Qualtrics

description:
- Fluently navigating within Salesforce, including its Configure, Price, Quote, and Finish & Bill features
- Solving 20 to 30 “cases” for Account Executives daily on a wide variety of sales friction decisions such as product packaging & pricing, discount analysis, and accounts receivable processes
- Leading 3 to 6 Zoom calls with Account Executives daily in deal strategy solutions and internal operations
- Designed, queried, and built a team's performance metric dashboard using SQL, Python, and

position: Research Assistant

company: Massachusetts Institute of Technology

description:
Utilizing STATA software’s command code to streamline and organize surveys with 10,000+ lines of data entries
Organizing the data into 700+ occupation classification categories according to the Bureau of Labor Statistics
Recording the data processing commands in a do-file editor for reference in future publications

position: Volunteer Teacher

company: The Church of Jesus Christ of Latter-day Saints

description:
Teacher and congregational service coordinator with the objective of helping others attain personal and/or spiritual goals
Developed and administered instruction in the Swedish language
Exercised writing and communication skills through finding and contacting an average of 30 potential students each week

evidence_experience: Analyst/Senior Analyst roles describe: 'Cleaned large datasets using Stata and PySpark', 'Researched and wrote a memo on the anti-competitive implications of a proposed merger', 'Checked the veracity of ~500 citations for an expert litigation report' - all client-facing economic consulting deliverables, no internal knowledge/IP-reuse ownership.


Andrea Amorosi

sourced_title: Big Data Architect

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

headline: Big Data Architect presso Be Think, Solve, Execute S.p.A.

position: Big Data Architect

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

description:
- Member of Core Tech Team, sharing know-how in order to skill other teams and enhance approaches to the customer

- Define problem approach with best trade-off between customer environment constraints, best theoretical solution and effort (both human and systems)

- Design and implementation of data platforms (cloud and on-premise), to retrieve datafor data manipulation (via ETL and/or ML - AI) also serving data to many external applications as integrated services

- Design and implementation o

position: Data Protection Senior System Engineer and DevOp Engineer

company: AlmavivA S.p.A.

description:
-DevOp: I develop mixed solutions in bash, Python, MySQL, web interfaces, to create applications linking.
As an example I wrote scripts to execute massive commands on backup servers; I'm now developing a custom solution to reconfigure backups on the fly in Business Continuity services.
I'm also trying to automatize and verify clients configurations.

-Backup Engineer: Backup servers and clients installation, setup and management  in Disaster Recovery and Business Continuity service. Client inst

evidence_experience: "Design and implementation of data platforms (cloud and on-premise), to retrieve data for data manipulation (via ETL and/or ML - AI) also serving data to many external applications as integrated services"


Catherine Murphy

sourced_title: AI Implementation Solution Architect

headline: Microsoft 365 / Modern Work Strategist | Copilot Enablement | Adoption, Governance & Programme Leadership

about:
A Microsoft 365/Modern Work strategist who helps organisations navigate and unlock value from Microsoft technologies, from early exploration to scaled adoption.  My experience sits at the intersection of delivery, governance, and adoption, and I bring an operating model mindset that has enabled me to align business stakeholders, end users, and IT teams around sustainable change.  Known for turning ambiguity into clear programme plans, practical enablement, and reusable assets to enable enterprise change.

🔹 Modern Work Strategy & Solutions: implementation strategy, information architecture, migration programmes, workflow design and automation, service development, proposition shaping, reusable assets, and customer-facing collateral.

🔹 AI & Copilot Transformation: AI readiness and pilots, enterprise rollout planning, responsible AI solution design (data, integration, security, deployment), adoption and change management.  Microsoft Certified: AI Transformation Leader.

🔹 Adoption, Change, & Enablement: communications and engagement planning,  role-based enablement,  training design and pathways, champions networks, end user empowerment, and sustained engagement.

🔹 Solution & Enterprise Architecture: end-to-end solution design, design patterns, architectural governance and assurance, design authority engagement, and enterprise standards alignment.

🔹 Programme & Delivery Excellence: scope and workstream shaping, stakeholder alignment, delivery orchestration, vendor coordination, delivery assurance, risk management, and issue resolution.

🔹 Governance & Operating Model Design: decision frameworks, intake/prioritisation, roles and responsibilities, reporting, and continuous improvement.

🔹 Core Applications: M365 Copilot, SharePoint (Online and On-Premise), OneDriv

position: AI Implementation Solution Architect

company: emagine

description:
Contracted to Uisce Éireann, providing architectural and end‑to‑end solution design lead for Copilot Studio solutions, ensuring alignment with enterprise standards, security, and governance, in a complex multi‑vendor environment.
🔹 Author and maintain technical architecture documentation (e.g. low-level designs, design patterns), drive approvals through Design Authority and architecture forums, and addressing feedback to secure approvals.
🔹 Engage closely with governance, security, and data pro

position: Head of Modern Work Strategy

company: Version 1

description:
Shaped the Modern Work GTM direction and roadmap, reusable assets, delivery pathways, and customer-facing content.
🔹 Defined the initial Modern Work GTM approach and framework (definition, rationale, operating principles, and roadmap), improving consistency across internal teams and customer conversations.
🔹 Produced an end-to-end Copilot and Agents at Work offering model (delivery pathway, service catalogue, positioning content) that strengthened pre sales readiness and improved delivery consis

position: Principal Solution Architect / Copilot Lead / Senior Delivery Architect

description:
Designed and led strategic Office of the CTO initiatives across M365 with accountability for adoption, communications, governance and scalable enablement.  Acted as a trusted advisor across multiple teams and projects.
🔹 Provided M365, SharePoint, Teams, OneDrive, Copilot, Power Platform and business process expertise to optimise approaches, guide development, and unblock complex delivery challenges.
🔹 Led the design and delivery of an M365 Copilot pilot and enterprise rollout (onboarding, surve

position: Senior Microsoft 365/SharePoint Consultant, Developer, & Trainer

company: Self Employed

description:
Developed, delivered, and administered various business process and information architecture improvement initiatives within the SharePoint and Microsoft 365 framework, including portal design and user navigation approaches, site structures, permissions, content and metadata management, and workflows.
🔹 Maximised out of the box functionality and leveraged third party tools where required.
🔹 Managed various SharePoint On Premise and File Share to SharePoint Online migration projects from planning

position: SharePoint Lead/Analyst/Trainer & Document Controller

company: Gas Networks Ireland

description:
Dual-role lead for SharePoint and document control supporting five ISO-certified systems (Asset, Quality, Environment, Safety, Energy), ensuring robust governance and change control.
🔹 Kept SharePoint available and drove continuous improvement by acting as the key liaison between business, IT, Shared Services and third-party providers; managed relationships and issue escalation end-to-end.
🔹 Implemented QPulse (EDMS): configured and project-managed rollout, migrated content from SharePoint, and

position: PA/Administrator (National Facilities & Property Management)

position: Office Administrator

company: Gaslink (Independent System Operator)

company: Casey & Kingston Auctioneers

evidence_experience: "Contracted to Uisce Éireann, providing architectural and end-to-end solution design lead for Copilot Studio solutions" and "Produced an end-to-end Copilot and Agents at Work offering model (delivery pathway, service catalogue, positioning content) that strengthened pre sales readiness" - both explicitly external/client-facing or GTM/sales enablement, not internal firm knowledge ownership.


Marieme M.

sourced_title: Senior Transformation Project Manager

firm: Investance Partners

headline: Senior Transformation Project Manager

about: Diplômée d’un Master en Management des Affaires Internationales, j’ai axé son parcours dans la mise en place et la coordination de projet en environnement international et multiculturel.

position: Senior Transformation Project Manager

company: Investance Partners

position: Consultant stratégie senior

company: Consultant stratégie senior

description:
Examples of Consulting Assignments
- BNP PARIBAS, Paris  – CORPORATE & INVESTMENT BANKING ITO
Mission : IT Strategy & Organization review

- BNP PARIBAS, Paris – Risk COO Headquarter – Risk Solutions & Delivery department
Mission : BCBS 239 program coordination (Principles 1.2 and 6) between Finance and Risk headquarters/Data Management

- SOCIETE GENERALE - Program Management /Organization strategy
Mission : #1Permanent Control Transformation Program RISQ LOD2
#2 "Efficiency" mission for the

position: Pilotage portefeuilles projets - Direction Financière

company: BNP Paribas

position: Relationship Manager /Client Service Officer Dpt Listed Derivative

company: BNP Paribas Securities Services

position: Senior Project Program Manager/ Dpt Client Communication

position: Client Support Manager / Dpt Client Communication

position: Assistant Program Officer

company: L'Organisation des Nations unies pour l’éducation, la science et la culture

description:
Collecte de fonds événementiel : 50e anniversaire du 1er Congrès international des écrivains et artistes noirs
Organisation et coordination du projet

position: Agent technique dans les assurances

company: Groupe Covéa

evidence_experience: "Consultant stratégie senior @ Consultant stratégie senior (2016 - 2025): Examples of Consulting Assignments - BNP PARIBAS, Paris – CORPORATE & INVESTMENT BANKING ITO Mission : IT Strategy & Organization review"

resolved_account_name: Investance


Sidney Lim

publicIdentifier: sid-lim

sourced_title: Data Product Lead

firm: UNCOMN

headline: Data Product Lead | Data Engineer | Active Secret Clearance

about: Baccalaureate from Southern Illinois University Edwardsville with a degree in Computer and Information Sciences, poised to make an impact in the tech industry. Proficient in Agile and Waterfall project development ideologies. Current Data Engineer at UNCOMN, working on creating foundational Enterprise-wide Data as a Product.

position: Founder

company: CartCraft

company: BC Forge

position: Data Product Lead

company: UNCOMN

description: Data Product Lead for DoD-Wide Data as a Product Services

position: Analytics Engineer 2

position: Data CoP Content Curator

position: Analytics Engineer 1

position: Data Scientist Intern

description: Apply Analytical Data skills to help improve Business Development

position: Video Editor

company: Freelance

evidence_experience: "Current Data Engineer at UNCOMN, working on creating foundational Enterprise-wide Data as a Product" and "Assist the Data Community of Practice Lead in Curating Data specific content with the purpose of Data related educational enrichment."

resolved_account_name: UNCOMN


Tania Kurbessoian, Ph.D.

publicIdentifier: tania-kurbessoian

sourced_title: Technical Researcher

firm: J.S. Held LLC

headline: Technical Fellow at JS Held, Microbiologist at CAER, Bioinformatics

about:
🔍 Open to Exciting Opportunities in 🧬 Bioinformatics, 🍄 Mycology, and 🦠Microbiology!

Experienced Microbiology Ph.D. with a decade-long expertise in Bioinformatics, Mycology, and NGS, specializing in fungal evolution. Skilled in Bash scripting, pipeline development, and genome analysis, driving research innovation. Key skills include genome browser development, metagenomics binning, R amplicon analysis, MALDI-TOF MS, aseptic technique, DNA sequencing, PCR, and enzyme assays. Proven track record in project leadership, research strategy development, and scientific mentorship, driving impactful contributions to the Bioinformatics and Mycology domains.

Currently working as a Technical fellow, which incorporates my skills in Microbiology and Mycology at J.S. Held (Chatsworth).
Previously worked as the expert Microbiologist and Mycologist at Clark Seif Clark Inc (Chatsworth). My work revolves around testing and researching microbiological impact on the built environment. My main focuses include impacted surfaces, along with water cases involving heterotrophic bacteria, specifically Legionella pneumonia and other Legionella species. My experience here is leading my expertise to make sound decisions on human lives impacted by microbiological forces.

As a Postdoctoral Researcher at UNC-Chapel Hill, I spearheaded bioinformatics pipelines for analyzing over 300 Histoplasma clinical isolates.

During graduate studies at UC Riverside and CSU Northridge, honed Bioinformatics skills for genome assembly, annotation, and multi-omic analysis. Taught Microbial Evolution and Genomics courses, fostering a dynamic learning environment. Led student organizations and chaired scientific committees, enhancing collaboration among mycologists globally. Collaborated with NASA's JPL, ensuring mi

position: Technical Researcher

company: J.S. Held LLC

description:
Now that Clark Seif Clark, Inc. is a strategic part of J.S. Held my job has transitioned to continue the same tasks.
As a Technical Fellow I am the lead expert in Legionella and bacterial concerns in water systems, along with mold in built-systems.

position: Microbiologist

company: Centre for Applied Ecological Remediation

description: Isolating microfungi using techniques I developed during my Ph.D. To isolate specialized melanized fungi and other extremophilic fungi that can withstand high concentrations of heavy metals. The soils are collected from local Southern California contaminated brownfields during phytoplankton-myco-remediation methods developed by Dr. Danielle Stevenson during their Ph.D.

company: Clark Seif Clark, Inc. (CSC)

description: As the expert Microbiologist at Clark Seif Clark Inc. my work revolves around testing and researching microbiological impact on the built environment. My main focuses include mold impacted surfaces, along with water cases involving heterotrophic bacteria, specifically Legionella pneumophila and other Legionella species. My experience here is leading my expertise to make sound decisions on human lives impacted by microbiological forces.

position: Bioinformatics Scientist

company: University of North Carolina at Chapel Hill

description: Working with Dr. Daniel Matute on Histoplasma population genomics and transposable element assessment.

position: Teaching Associate

company: University of California, Riverside

description:
Microbial Evolution - MCBL 127, Teaching Associate, two quarters
Introduction to Genomics and Bioinformatics - BIOL 119, Teaching Associate, two quarters

position: Graduate Student Research Assistant

description: Completed my research experience under Dr. Jason Stajich focusing on black yeast or melanized fungi from a variety of different environments.

position: Graduate Assistant

company: California State University, Northridge

description:
Preparing media and cultures, teaching the students how to maneuver and accomplish proper aseptic technique.
Have assisted for:
Microbial Physiology (2x)
Principals of Microbiology (4x)
Biology of Fungi (2x)
Food Microbiology (1x)
Medical Microbiology (1x)

position: Graduate Student Researcher

description:
A requirement for masters students is to propose a hypothesis, complete the experiment and to write up a thesis as well as present your findings.
The different tools I am learning and incorporating into my work includes:
Northern Blotting
PCR
Bioinformatics
DNA Extraction
RNA Extraction
16S sequencing
MALDI-TOF MS expertise

content: Support our cause!

evidence_experience: "As a Technical Fellow I am the lead expert in Legionella and bacterial concerns in water systems, along with mold in built-systems." - client-facing scientific testing/research work with no internal knowledge or AI function ownership.

resolved_account_name: J.S. Held LLC


Boris E.

sourced_title: Conseil | Business Intelligence

firm: ADIT

headline: Project Manager

position: Conseil | Business Intelligence

company: ADIT

position: Vacataire de recherche

company: Centre de recherches politiques de la Sorbonne

description: Réflexion sur le classement et ses enjeux: évaluation empirique du concept foucaldien d'épistémè.

position: stagiaire au WHC pour le Programme d'éducation des jeunes au patrimoine mondial

company: UNESCO

description:
Centre du patrimoine mondial – Programme d’éducation des jeunes au patrimoine mondial
Participation au Comité du patrimoine mondial (19-29 juin), secrétariat et soutien logistique
Contribution au processus de mise à jour du site web du programme (traductions et clarification des pages web)
Accompagnement du Programme dans l’organisation de ses projets et activités (Youth Forums, Ateliers,; international)
Préparation d’un projet de participation de l’UNESCO aux JO d’hiver de la jeunesse à Innsbru

disposition: UNQUALIFIED

band_reasons: ie_unclear; low_conf

evidence_experience: No description provided for the ADIT role; prior experience is a Sorbonne research vacation position and a UNESCO World Heritage youth education internship, neither related to internal knowledge/AI/IP-reuse governance.

resolved_account_name: ADIT


Isaure Bouedec

sourced_title: Consultante Innovation & Design

firm: Kisio

headline: Consultante et designer de service chez Kisio 🚘🚆🚌

position: Consultante Innovation & Design

company: Kisio

description:
- Design de service
- Design UX/UI
- Parcours utilisateur
- Expérience client
- Innovation et l’expérimentation

position: Stagiaire designer en prospective et innovation

company: EssilorLuxottica

description: Accompagnement de la démarche santé visuelle à 2030. Aide à la mise en place de la démarche, animation des workshops, aide à la réalisation des livrables. Accompagnement autour d'un projet de design fiction autour d'un sujet de recherche pour imaginer des usages autour d'une technologie émergente.

position: Stagiaire Ux design - L'Oréal R&I

company: L'Oréal

position: Stagiaire UX-UI

company: Rising up Paris

position: Conseillère en vente

company: E&C ANTICS

description: Stage d'été - Magasin de meubles design.

evidence_experience: Design de service - Design UX/UI - Parcours utilisateur - Expérience client - Innovation et l'expérimentation

resolved_account_name: Kisio


Riyad A.

sourced_title: Senior Product Manager / Data Scientist

firm: Crosslake Technologies

headline: Senior Product Manager / Data Scientist

about: Experienced Product Manager & Data Scientist with a strong track record of building data-driven products that deliver real-world impact. I combine technical expertise with business insight to turn complex data into actionable product strategies—from concept to launch. Passionate about leveraging machine learning, analytics, and user research to enhance product performance and user experience. Skilled in cross-functional collaboration, agile development, and driving outcomes that matter.

position: Senior Product Manager / Data Scientist

company: Crosslake Technologies

position: Senior Technical Product Manager/Product & Data Architecture Strategist

position: Principal Patent Development Architect (Cloud & AI-ML Focus - Founding Partner)

company: Digital Dimensions LLC

position: Principle Program Manager - Wealth Management Digital Architecture

company: Northern Trust Wealth Management

position: Program Manager/Data Architect

company: Blue Cross and Blue Shield of Illinois, Montana, New Mexico, Oklahoma & Texas

description: (Health Care Service Corporation)

company: Accenture

position: Senior Product Manager / Enterprise Data Architect

company: Tata Consultancy Services

description: CNA Insurance Corporation

position: Senior Product Manager / Data Architect

company: Digital Dimensions Global Consultancy

description: Business Transformation & Technology Platform Development Consulting - Top tier mid-market focus.

evidence_experience: "Data Architect/Technical Product Manager @ Accenture ... Primary engagements at JP Morgan Chase, Cisco Systems, Blue Cross Blue Shield, Pepsico, Bridgewater."

resolved_account_name: Crosslake Technologies


Laurent Pieke

sourced_title: Information Security Officer

firm: Grant Thornton Netherlands

headline: Grant Thornton | Quality, Risk and Compliance | Cyber resilience

about:
Grant Thornton Nederland is lid van Grant Thornton International Ltd (GTIL), één van ’s werelds grootste netwerken (#7) van onafhankelijke accountants- en adviesorganisaties met 73.000 professionals in meer dan 150 landen.

Vanuit acht Nederlandse vestigingen ondersteunen 700+ professionals onze klanten met raad en daad op het gebied van accountancy, belastingen en (financiële) adviesvraagstukken. We leveren expertise van wereldformaat, op een manier die naadloos bij de unieke situatie van iedere klant aansluit. Wij werken vanuit een solide basis met een flexibele en resultaatgedreven mentaliteit.

position: Information Security Officer

company: Grant Thornton Netherlands

description: Quality, Risk and Compliance

position: Consultant

description: Digital Risk Services

position: Junior consultant

description: Digital Risk Services

disposition: STRONG

primary_strip: B

evidence_experience: "Information Security Officer @ Grant Thornton Netherlands (May 2026 - Present): Quality, Risk and Compliance" - this is an internal information-security governance role for the firm itself, distinct from the prior client-facing Digital Risk Services consulting roles.

resolved_account_name: Grant Thornton Netherlands


Peter Endriss Lunding

publicIdentifier: peterlundingjensen

sourced_title: Senior Data Specialist

firm: Wilke

headline: Senior Data Specialist

position: Senior Data Specialist

company: Wilke

position: Konsulent

position: Data Scientist

company: Universal Robots A/S

position: CTO

company: Cellari

position: Statistician

company: DTU - Technical University of Denmark

position: Programmør

company: Asseco Denmark

position: TA

company: University of Copenhagen

description:
TA in Numerical methods
TA in Statistics and Probability
TA in Operational Research
TA in Latex

band_reasons: disqualified; ie_unclear; low_conf; company_concern; builder

evidence_experience: Career progression: Data Scientist @ Universal Robots, CTO @ Cellari, Statistician @ DTU, Programmør @ Asseco Denmark - all technical building or academic roles, none showing internal knowledge/AI-governance ownership.

resolved_account_name: Wilke


Thomas Zielke

publicIdentifier: thomas-zielke

sourced_title: Innovation Center Lead - AI & Data Activation | Senior Manager

firm: KPS AG

headline: Senior Manager:in bei KPMG Deutschland

position: Senior Manager:in

company: KPMG Deutschland

description: Technology Transformation - CX

position: Vollzeit-Elternschaft

company: KPS AG

description:
Teamaufbau & Leadership: Aufbau und Leitung der Delivery-Einheit „AI & Data Activation“ inklusive Führung von 8 Mitarbeitenden. Verantwortlich für die Etablierung skalierbarer Data-Engineering-Strukturen und die Qualitätssicherung in der Umsetzung

Strategische Partnerschaften & Ökosystem:
Maßgeblicher Aufbau der strategischen „Google Cloud Sell & Service“-Partnerschaft sowie Einführung von Google Cloud Reselling als neues, margenträchtiges Geschäftsmodell. Zusätzlicher Aufbau der Partnerschaft

position: Senior Manager

description:
Delivery & Architektur (Fokus Mittelstand/Enterprise):
Konzeption und Implementierung moderner Cloud-Architekturen (Data Warehouses und Lakehouses mit Fokus auf Google Cloud). Schaffung des technischen Fundaments für fortgeschrittene KI- und Analytics-Use-Cases

End-to-End Projektverantwortung:
Ganzheitliche Leitung komplexer, datengetriebener Großprojekte (z.B. Volumina > 1 Mio. EUR) – von der initialen Discovery-Phase und dem Scoping in C-Level-Workshops bis zur erfolgreichen technischen Imp

position: Senior Digital Analyst

company: GALERIA Karstadt Kaufhof GmbH

description:
Predictive Analytics:
Strategische Weiterentwicklung des Dynamic Pricings zu einem Predictive Pricing Tool für den Gesamtkonzern

Management Consulting (Inhouse):
Ableitung datengetriebener Handlungsempfehlungen für das Top-Management und Steuerung abteilungsübergreifender Fachbereiche

Data Visualization:
Architektur und Aufbau unternehmensweiter KPI-Dashboards (Power BI, Google Datastudio)

position: Digital Analyst Data Driven Marketing eCommerce

description:
Algorithmus-Entwicklung:
Eigenständige Konzeption und Programmierung eines Algorithmus zur vollautomatisierten dynamischen Bepreisung (Competitive Pricing)

Marketing Intelligence:
Aufbau komplexer Crawling-Dashboards und tiefgehender Analysen mit Fokus auf Personalisierung und Recommendation Engines

position: Business Analyst Digital Intelligence eCommerce

description: Tracking, Kampagnenauswertung und Deckungsbeitragsrechnung für den E-Commerce-Bereich (kaufhof.de)

position: Praktikant/Werkstudent Business Development eCommerce

description:
- Erstellung Wochen- und Monatsreportings
- Analysen warenwirtschaftliche Kennzahlen und Kampagnenauswertungen
- Soll-Ist-Analysen
- Newsletterauswertungen und Pflege von Newsletterinhalten

evidence_experience: "Aufbau und Leitung der Delivery-Einheit „AI & Data Activation“... Maßgeblicher Aufbau der strategischen „Google Cloud Sell & Service“-Partnerschaft sowie Einführung von Google Cloud Reselling als neues, margenträchtiges Geschäftsmodell" - building a commercial service/reselling model sold externally, plus current role "Technology Transformation - CX" at KPMG is client delivery.


Avertim France

sourced_title: Management & Innovation Consulting

firm: Avertim

headline: Avertim est un cabinet de conseil en Innovation et Management qui assure le lien entre la stratégie et les opérations.

position: Management & Innovation Consulting

company: Avertim

band_reasons: disqualified; ie_unclear; low_conf; company_concern

evidence_experience: No individual experience detail provided beyond the title matching the company's consulting service description.

resolved_account_name: Avertim


Gabrielle Doyle, CF APMP

sourced_title: Senior Proposals Coordinator

headline: Senior Proposal Coordinator at J.S. Held LLC

position: Senior Proposals Coordinator

company: J.S. Held LLC

position: Proposal Coordinator

content:
I’m stepping away from work for a period of time to focus fully on my upcoming transplant and my health. While this wasn’t an easy decision, it’s an important step toward preparing both mentally and physically for what’s ahead. I’m incredibly grateful for the support I’ve received and look forward to returning when I’m ready.

If you’d like to follow along on my journey, my mom, Tracy Doyle, and I

content:
I grew up running through the halls of Trauner Consulting Services, learning from my mom and, in many ways, preparing for the very industry we both are in today. She taught me strength, confidence, and wisdom. She showed me what it means to lead with love and to treat colleagues and friends with respect.

Mom, thank you for standing by me and supporting me through this difficult time our family is

evidence_experience: Senior Proposals Coordinator @ J.S. Held LLC (Jan 2023 - Present); Proposal Coordinator @ J.S. Held LLC (Nov 2019 - Jan 2023) - proposals/BD support work, not internal knowledge or AI governance ownership


Farouk Soufary

publicIdentifier: farouksoufary

sourced_title: Data Scientist

firm: Davidson consulting

headline: Data Scientist

company: Amadeus

company: Davidson consulting

position: AI Engineer

company: Eviden

position: Computer Vision Engineer

evidence_experience: Roles listed are Data Scientist, AI Engineer, Computer Vision Engineer with no description of internal function ownership or knowledge/IP-reuse work.

resolved_account_name: Davidson consulting


Vicki Simmons

publicIdentifier: vicki-simmons

sourced_title: Senior Data Analyst

firm: Terra Firma Business Consulting

headline: Insights and Analytics | Complex data, clear decisions

about:
I’m a data and analytics professional with a background in senior analytics roles, now focusing on data governance, privacy, and AI-related decision-making.

Across my career, I’ve specialised in bringing structure to complex, ambiguous problem spaces; particularly where data, regulation (GDPR, APP, HIPAA), and business priorities intersect. I’m often brought in to help teams move from reactive decision-making to more intentional, well-designed approaches.

My work typically involves:
- Navigating regulatory or risk-heavy environments
- Exploring unclear or emerging requirements
- Identifying common themes and constraints
- Designing practical frameworks and roadmaps
- Aligning stakeholders around shared ways of working

My work is grounded in clear structure, thoughtful exploration, and intentional design. I’m most effective in environments that value trust, clarity, and deep problem-solving over constant reactivity.

I’m most engaged by work that values strong problem-solving across data governance, analytics, and specialist or advisory domains.

position: Senior Data Analyst

company: Terra Firma Business Consulting

position: Data Governance and Insights Manager

description:
I’m responsible for establishing and embedding data governance, privacy, and insight practices within a regulated, data-driven organisation, with a focus on creating clear structure, defensible decision-making, and sustainable ways of working.
My role sits at the intersection of data, risk, privacy, and business operations. I work closely with product, engineering, operations, and leadership to move the organisation away from reactive decision-making toward more intentional, well-designed approa

position: Senior Insights Analyst

company: Montu

description:
Partnering closely with B2B leadership to enable informed, data-driven decision-making; I translated business questions into analytical approaches, shaping requirements for data and tracking and delivering insights that influenced strategy and execution.

Key Projects & Achievements
Churn Definition
- Led a critical analysis to define customer churn
- Analysed purchasing behaviour grouped by average monthly spend to identify avg time between purchases
- Enabled senior stakeholders to agree on a

position: Chief Operations Officer

company: Data Monk

position: Operations Manager

position: Data Analyst

company: IM Systems

position: Data Analytics Instructor

company: edX

position: Data & Insights Specialist

company: Australia Post

band_reasons: disqualified; owns_internal_but_killed; low_conf; company_concern

evidence_experience: "I'm responsible for establishing and embedding data governance, privacy, and insight practices within a regulated, data-driven organisation" (Helfie.AI, prior role, not current employer) - this is data privacy/DPO governance for the employer's own product/operations, not KM/IP-reuse for a consulting firm's client deliverables.

resolved_account_name: Terra Firma Business Consulting


John Eisses (Berenschot)

publicIdentifier: johneisses

sourced_title: Retired; associate consultant grants & innovation

firm: Berenschot

headline: Senior Managing Consultant Grants & Innovation Consultancy at Berenschot

company: Berenschot

position: Senior Managing Consultant

position: Senior Consultant / BU Manager

company: HB Berenschot

description: The company HB Berenschot was merged with Berenschot at January 1st, 2010.

position: Senior consultant/BU Manager

company: HB Inventure BV

description: HB Inventure was renamed into HB Berenschot in June 2006

position: Researcher / Project coordinator

company: Philips Research

description:
Carried out research in various areas:
- metal properties in ultra accurate machining
- properties and manufacturing of permanent magnets
- principles of certain domestic appliances

Subsequently:
- project coordination of R&D projects, many of them funded within the EU-framework programmes

position: Research scientist

company: Philips Research Labs - Eindhoven (NL)

evidence_experience: Senior Managing Consultant @ Berenschot (Jul 2009 - Present); Senior Consultant / BU Manager @ HB Berenschot - client-facing grants/innovation consulting roles throughout career.

resolved_account_name: Berenschot-Webinars


Riccardo Andreoni

publicIdentifier: riccardo-andreoni

firm: Be | Shaping the Future

headline: PhD Student in Neurosymbolic AI

position: PHD Student

company: Fondazione Bruno Kessler - FBK

description: Joint PhD programme between UniBZ and FBK research institute on "Causality in AI & Deep Learning".

company: Free University of Bozen-Bolzano

position: Data Scientist

company: Be | Shaping the Future

position: Analista dati

company: kdc/one

position: Research Scholarship

company: Università di Trento

description:
●	Developed a multi-objective optimization algorithm capable of solving PMU placement in power grids, while minimizing measurement uncertainty and economic costs.
●	A peer-reviewed article by the title “A Biobjective Optimal PMU Placement Strategy Reconciling Costs and State Estimation Uncertainty” has been published on IEEE.

description:
●	Implemented a Genetic Algorithm to solve a Multi-objective Optimization Problem concerning the placement of measuring devices on Power Grids.
●	The study demonstrates that up to 40% of the nodes of the grid can be left unmonitored without a significant decrease of measurement performance. This leads to a considerable economic saving.
●	A peer-reviewed article has been published on IEEE Access.

evidence_experience: "Data Scientist @ Be | Shaping the Future" with no described function-ownership; prior roles are "Analista dati" and research scholarships on power grid optimization - all hands-on technical/IC work, none internal-knowledge-function ownership.

resolved_account_name: Be | Shaping the Future


Alexandra Pfleegor

sourced_title: Data & Analytics Consultant

firm: Thought Logic Consulting

headline: Data and Analytics Consultant at Thought Logic

position: Data & Analytics Consultant

company: Thought Logic Consulting

position: Graduate Teaching Assistant

company: Georgia Institute of Technology

description:
- First point of contact for 1300 students with questions about the material and assignments.
- Held office hours to reinforce course concepts and respond to concerns

position: Full Stack Developer Intern

company: Gwinnett County Government

description:
- Developed a web application for the Gwinnett County Police Department to identify gun crimes and analyze trends with a predicted savings of 10 hours per week
- Achieved 85% accuracy with a predictive machine learning model using police reports to identify gun crimes

position: Math Grader

company: Occidental College

description: - Graded and gave feedback on weekly homework assignments for 17 Discrete Math and 14 Operations Research students in Fall 2020, 16 Multivariable Calculus students in Spring 2021 and 11 Creative Problem Solving students in Fall 2021

position: Head Student Assistant, Gateway Room

description:
- Proctored benchmark exams for Calculus 1 and 2 students to access baseline knowledge for professors
- Tutored 30-50 students every semester to ensure success in their college math courses

resolved_account_name: Thought Logic Consulting


Christa Shephard

sourced_title: Senior Content Specialist

firm: VMG Health

headline: Senior Content Specialist

about:
With eight years of experience in professional editing and writing, I create copy that reaches further. Whether marketing, technical, or internal, I’m an expert at creating new and elevating existing content that meets the needs of your brand and your audience. I love participating in brainstorms for new ideas, drafting new copy, and working with writers to ensure my suggestions and edits reflect their goals and voice without compromising brand, accessibility, or inclusivity.

As an editor, I build writers up and teach them as I go, so they fully understand the changes I make and why I make them. My goal is to strengthen writers as I strengthen their writing, and that’s my favorite part of editing.

As a writer, I take angle and mission to heart. I get to know my audience beyond their demographics. I learn them like I learn new friends, and I prioritize their needs with every word, paragraph, and piece.

I love working collaboratively with teammates, acting as a sounding board for new ideas and jumping in at a moment’s notice to help when a colleague is stuck or overwhelmed. I quickly pivot from project to project, and I work efficiently with little supervision. I’m happiest in a collaborative environment supporting a mission that centers real people and real challenges.

My goals are your goals. Let’s connect.

position: Senior Content Specialist

company: VMG Health

position: Content Coordinator & Editor

position: Copyeditor

company: Unite Us

position: Writer

company: Indy South Magazine

position: Operations Technical Writer

company: Indiana Family and Social Services Administration

position: Content Developer

company: GP Strategies Corporation

position: Managing Editor

company: Field: A Journal of Arts and Sciences

position: Library Assistant

company: Gas City-Mill Township Public Libary

evidence_experience: "With eight years of experience in professional editing and writing, I create copy that reaches further. Whether marketing, technical, or internal, I'm an expert at creating new and elevating existing content..."

resolved_account_name: VMG Health


Yash Parekh

headline: WorkSite Data & Analytics Project Manager at DB&A - DeWolff, Boberg & Associates, Inc

about: My goal is to utilize my professional experiences and skills in a position that enables me to provide strategic, operational and fiscal leadership while work to improve business processes, and lead projects through formulation, evaluation, and implementation of innovative strategies that minimize costs and improves productivity, efficiency, and effectiveness.

position: IT Consultant - Data Integration Project Manager/Data Analyst

company: Tenet Healthcare

description:
-	Successfully Managed & Delivered Data Integration and Business Intelligence Projects (Balanced Scorecard, HR Datamart, Patient Satisfaction, ACO, Data Catalog etc.)
-	Developed and Implemented Data Catalog of all the databases in the EDW (Enterprise Data Warehouse)
-	Developed and Implemented Release Management System saving the company about 100K annually
-	Manage the Production Support Team
-	Developed and Implemented department wide Project Tracking process.
-	Lead teams to plan and execu

position: IT Project Manager

company: OMEGA Airline Software

description:
-	Promoted to Project Manager to plan, schedule, and execute all stages of enterprise & system implementations
-	Assisted Managing Director and Director to create and execute Strategic Business Plan for the year 2017
-	Managed migration projects for Emirates, United, Air Canada & Qantas
-	Lead teams to successfully implement new modules in the existing system (History, Line/RON, and Package-Writer)
-	Lead internal daily scrum meetings as well as project scrum meetings with the customers and pros

position: Business Systems Analyst

description:
-	Assisted Managing Director and Director to create and execute Strategic Business Plan for the year 2016
-	Designed and managed implementation of Agile workflow throughout the organization.
-	Designed workflow for efficiently identifying and tracking issues in Jira.
-	Reverse engineered requirements and proposed ideas for new enhancements.
-	Translate stakeholder requirements into tangible deliverables such as functional specifications, user stories, use case, and use case descriptions, workfl

position: Software Engineer Intern

company: Maha Travelz LLC

description:
•	Analyzed, developed, unit tested, and documented code in order to meet business requirements
•	Attended Daily Scrum meetings
•	Worked with Production Support team to resolve issues that arise in production environment.
•	Took ownership of the tasks to deliver the completed product
•	Worked with configuration management, quality assurance, and the DBA team to ensure code is working according to business needs and properly checked-in and merged into the development and production source code bra

evidence_experience: "Successfully Managed & Delivered Data Integration and Business Intelligence Projects (Balanced Scorecard, HR Datamart, Patient Satisfaction, ACO, Data Catalog etc.)" and "Lead teams to plan and execute all stages of enterprise data implementations."


Karl FAKIH

sourced_title: Senior Supervisor - International accounting & Tax compliance

firm: BDO France

resolved_account_name: BDO France


Aurelia Pérez Velasco

publicIdentifier: aureliaperezvelasco

sourced_title: Project Manager & Methodology expert (Agile Transformation & organizations, Strategy)

firm: Opinno

headline: Lecturer| Project Manager | Innovation | Design | Agile | Culture Transformation

about:
Más de 8 años de experiencia en consultoría de innovación, habiendo pasado por nombres como Designit o The Cocktail, y como profesora en escuelas de negocio como IED (Barcelona y Madrid), Escuela de Organización Industrial, o el Impact HUB de Barcelona, y mis propios proyectos de emprendimiento (Chef In, Aikvall Gallery)

Facilitadora y Agile Coach a nivel directivo y en empresas con foco en Transformación Agile. Así como liderazgo de proyectos de transformación en diferentes sectores (desde energía hasta servicios).

Project Manager de estrategia en Opinno. El rol está a caballo entre la gestión de equipos y el liderazgo metodológico, siendo necesario ser experta metodológica y guía para el equipo. Soy experta en proyectos de innovación corporativa, estrategia digital, diseño de servicios, organización ágil y transformación de cultura para las empresas más grandes de España y Europa, a través del uso de metodologías como Design Thinking, Service Design, Lean Startup, Scrum y SAFe

Actualmente trabajo como asesora en proyectos de estrategia, ponente de diseño estratégico en escuelas como IED y tutora de innovación y lanzamiento de nuevos negocios.

position: Lecturer

company: IED Madrid

description: Master of Design and Innovation 2022: Teaching students how to conceptualize and land solutions as business models

description: Postgraduate in Design for Innovation Strategy 2022: Teaching and tutorizing great people for running business challenges for the future in subjects as Trends and environment research through future scenario building, and user centricity tools learning

company: Opinno

description:
I lead projects from the role of PMO (planning, coordination...) but also from the methodological expertise, guiding teams with a vertical vision of understanding the business needs and the ad hoc solutions they need from the strategic-methodological point of view to carry out any project. This means that I´m an hybrid between Scrum master and Product Owner

+ Leadership experience communicating with senior stakeholders.
+ Experience with large scale initiatives, in either digital and enterprise

position: Senior Strategy Designer

description:
+ Methodological leadership of teams as an expert in Customer Experienc
+ Management training in Agile methodologies
+ Expert in Customer Experience tools and Design Thinking methodology
+ Agile management level team coaching for Agile transformation

position: Strategy consultant & Service Designer

description:
+Coaching leaders in different corporations in new ways of working and managing teams (Design Thinking, Lean Startup and Agile)
+ Deep use of CEX tools as Customer Journey, Empathy mapping, Persona...
+ Definition of strategy for new services and products, as well user and client analysis

position: CEO & Founder

company: Galería Aikvall

description:
Online gallery that pursues the creation and collaboration between emergent artists around the world, in order to give them visibility and remuneration, so they can live from their art.

Responsible for the following activities:
+ Web design and content
+ UX study and testing with users arquitecture, colors and flows
+ Community manager, marketing campaigns and communication
+ Client management, engagement and sales
+ Experience designer for the process (packaging, delivery, touchpoints...)

position: Profesora invitada Master Customer Experience EOI

company: Escuela de Organización Industrial

description: Experta invitada para dar la ponencia principal del máster respecto al marco Agile y las metodologías principales, especial hincapié en Scrum, Design Thinking y Lean Startup

position: Profesora invitada Master Diseño IED

evidence_experience: "Soy experta en proyectos de innovación corporativa, estrategia digital, diseño de servicios, organización ágil y transformación de cultura para las empresas más grandes de España y Europa" - explicitly external client service delivery.

resolved_account_name: Opinno


Albane Morel

sourced_title: Consultante fonctionnelle en projets Data

headline: Data officer

position: Data Governance Officer - Mission

company: Crédit Mutuel Alliance Fédérale

company: Davidson consulting

position: Data Governance Advisor - Mission

company: Decathlon Digital

position: PMO Groupement

company: Stime DSI Groupement Les Mousquetaires

description: Direction de la stratégie, architecture et transformation

position: Project manager

company: Qwertys

evidence_experience: "Data Governance Officer - Mission @ Crédit Mutuel Alliance Fédérale" and "Data Governance Advisor - Mission @ Decathlon Digital" while substantively employed by Davidson consulting - these are client engagements, not ownership of Davidson's internal data/knowledge function.


Rania Lamssafri

sourced_title: Senior Luxury Consultant | Strategy, Consulting & Transformation Practice

firm: CXG

headline: Senior Strategy Consultant | Luxury Industry @ CXG | Ex-Accenture, Chanel, Dior

company: CXG

position: Consultant | Luxury & Retail

company: Accenture

position: Business Analyst & Project Manager

company: CHANEL

description: 3 divisions : Fashion, Watches/High Jewellery, Fragrance/Makeup/Skincare

position: International Digital Analyst

company: Parfums Christian Dior

position: Financial Analyst

company: Sanofi

evidence_experience: Senior Luxury Consultant | Strategy Consulting & Transformation Practice @ CXG; Consultant | Luxury & Retail @ Accenture - all client-facing delivery roles.


Patrick Tola Oladapo

sourced_title: Learning and Development Lead

firm: Frontier Economics

headline: Learning and Development Lead at Frontier Economics

position: Learning and Development Lead

company: Frontier Economics

position: Learning and Development Advisor

company: CBRE UK

description:
CBRE UK Upskill Programme

CBRE UK Mentoring Scheme

CBRE Talent Programme

CBRE UK Apprenticeship Levy

People Manager Excellence Lead UK

company: Notting Hill Genesis

position: Learning and Development Consultant

company: Totaljobs Group

position: Interim Workforce Development Manager

company: Livibility (Nash College)

company: Peabody

description:
Main Duties
•	Lead on the LNA and delivery of Health & Safety training across the Peabody group
•	Liaising with Peabody Subsidiaries on training needs
•	Delivery of internal courses
•	Facilitation of Corporate Induction
•	Leadership and Management Programme Delivery
•	Design and Delivery of Mentorship Scheme
•	Customer First Programme Delivery and Performance Review Workshop
•	Lead on liaising with the business to support work experience
•	Design and Facilitation of Team Away Days upon request

company: Westminster City Council

description:
Main Duties
•	Course Commissioner
•	Lead on training requirements for Provided Services
•	Liaising with Heads of Service/Managers on training needs
•	Implementation of training plan
•	Coordination and administration of National Minimum Data Set Submission
•	Liaising with external training providers to design courses fit for purpose and cost effective for organisation
•	Marketing courses internally and externally
•	Production of weekly training booking report

evidence_experience: "Senior Learning and Development Advisor/Behavioural Change Lead", "Talent, Learning and Development Advisor", "Organisational Development Advisor" - consistent L&D/HR career, no KM/AI/IP-reuse/governance ownership anywhere.

resolved_account_name: Frontier Economics


Adrian Ciupka

publicIdentifier: adrianciupka

sourced_title: Senior Consultant - Leadership & Transformation

firm: Kienbaum

headline: Leadership & Transformation @Kienbaum | Senior Consultant

company: Kienbaum

position: Senior Consultant

company: OXYGY

position: Consultant

position: Business Analyst

position: Intern & Working Student

company: Mindance

evidence_experience: Progression through Business Analyst -> Consultant -> Senior Consultant at OXYGY and now Kienbaum, all in client-facing consulting/transformation roles with no mention of internal knowledge, IP-reuse, or AI-on-knowledge-base ownership.

resolved_account_name: Kienbaum Institut


Scott Finnigan

sourced_title: Energy Risk Manager

firm: Trio

headline: Energy Risk Manager. MSTA, CFTe

about: With exceptional analytical and database abilities, first class customer service experience and having obtained an Upper Second Class Honours degree (2:1) in a wide ranging and diverse course, I consider myself a vastly adaptable, bright candidate with great potential as already proven so far at this stage in my career.

position: Energy Risk Manager

company: Trio

position: Market Insight & Flex Manager

company: Zenergi

position: Complex Query Specialist

position: Registrations and Metering Coordinator

position: Registrations Data Analyst

company: Utilita Energy

description:
Working within the operations department, the job role involves a vast quantity of data processing, requiring intuition and thought from issues generated from customers joining and leaving the company.
Responsibilities:

•	Processing a diverse and extensive list of tasks and data with the appropriate action which requires a combination of accuracy and speed in order to meet crucial daily tasks to keep the company in a streamline and efficient manner.

•	Analysing trends in data to report on a

position: Customer Advisor

description:
Description: Working at the front line of the company within the call centre team, delivering first class customer service to the customer base and dealing and resolving a wide range of issues.

Responsibilities:
•	Promoted to the Faults department having worked within the SMETS team, which specialising in assisting customers with the latest version of smart meters in terms of operation, booking installations, assessing consumption and usage and restoring supply for both Gas and Electric.

•	N

position: Stock Replenishment (Evening Shift)

company: B&Q

description:
Part of a driven hardworking team tasked with the replenishment of stock in store during the evening and night at the second largest B&Q in the country and flagship store.

Responsibilities:
• Unloading of lorry deliveries of stock upon arrival, segregation of stock and finally transporting the stock to the correct shop floor location using a Powered Pump Truck (PPT).

• Replenishment of a wide range of stock across the whole store as well as ‘facing up’/’dressing’ the shelves and store for tra

position: Canvasser/Voter Registration Staff and Postal Openings

company: Royal Borough of Kingston upon Thames

description:
• Door to door visits of addresses unregistered to vote, helping the occupants complete the necessary forms. Posting call cards and forms.

• Complete responsibility of working hours and cut off dates/deadlines successfully managed. All targets and requirements were met.

• Regular delivery of completed forms to the electoral department where the data could be processed and inputted onto the system by myself.

•Matriculate opening of postal votes during election periods where signatures were

content:
Proud to announce that I’ve achieved my Diploma in Technical Analysis with the Society Of Technical Analysts Limited, earning the globally recognised IFTA CFTe designation.

My sincere thanks to the lecturers across Parts 1 and 2, your insight and teaching made this journey both challenging and rewarding. Excited to put this knowledge into practice.

#CFTe #TechnicalAnalysis #Finance

content:
𝗜𝘀 𝘁𝗵𝗲 𝗦𝘁𝗿𝗮𝗶𝘁 𝗼𝗳 𝗛𝗼𝗿𝗺𝘂𝘇 𝗿𝗲𝗮𝗹𝗹𝘆 “𝗼𝗽𝗲𝗻” 𝘀𝗶𝗻𝗰𝗲 𝘁𝗵𝗲 𝗰𝗲𝗮𝘀𝗲𝗳𝗶𝗿𝗲?
𝗡𝗼𝘁 𝗾𝘂𝗶𝘁𝗲.

Data from Portwatch (with Oxford University) tracks daily vessel transits through the Strait — and the data is telling. Since the conflict began, flows have dropped sharply, and the ceasefire declared on 8 April has done very little (so far) to restore normal volumes.

There are, however, some tentative green shoots.

This week

band_reasons: disqualified; company_concern

evidence_experience: "Registrations Data Analyst @ Utilita Energy: Working within the operations department, the job role involves a vast quantity of data processing... issues generated from customers joining and leaving the company." - customer/energy market operations, not internal firm knowledge management.

resolved_account_name: Trio


Claire Christiaens

sourced_title: Consultante en transformation RH

firm: Colombus Consulting

headline: Consultante senior Transformation

position: Consultante en transformation RH

company: Colombus Consulting

position: Agent de réservation Hébergement d'urgence

company: HOTEL SERVICES PLUS

description: Agent de réservation pour la société HSP, spécialisée dans l'hébergement d'urgence des personnes en situation précaire.

position: Conseillère en financement participatif et accompagnement à la création d'entreprise

company: Groupe One

description: Suivi des parcours de création d'activité d'entrepreneurs, inscrites dans une transition économique durable et locale. Création d'une méthodologie d'accompagnement relative au financement participatif, formations au crowdfunding, accompagnement individuel et collectif au crowdfunding. Mise en place d'évènements sur l'entrepreneuriat, développement de synergies entre entrepreneurs.

position: Commerciale et responsable de cave- CDD

company: Château de Chenonceau

description:
En charge de la cave du Château seule en tant que vendeuse et conseillère pour les vins du Château.
Dégustations de groupe en anglais et/ou français. Dégustations individuelles en anglais et/ou français. Conclure des ventes de vin et/ou d'accessoires liés au vin.
Gestion de la caisse, des ventes et des évènements dégustatifs.

https://www.chenonceau.com/

position: Assistante Développement commercial (téléphonie mobile)

company: CIC

description: Accueil et relation client, développement de portefeuille et mise en place d'une action commerciale visant au développement des NTIC au sein du réseau.

position: Assistante Chef de projet (Agence de Communication)

company: Dufresne Corrigan Scarlett

description:
Stage de quatre semaines au sein de l'agence de communication Dufresne Corrigan Scarlett,
auprès du poste de chargé de projet/directrice de clientèle.
Benchmarking, veilles concurentielles, élaboration de piges concurentielles.

evidence_experience: Entire career history shows client-facing/service roles: HR transformation consulting, crowdfunding advisory, retail sales at Château de Chenonceau, commercial assistant roles - no internal knowledge, IP-reuse, or AI-governance function ownership described.

resolved_account_name: Colombus Consulting


Georgia Athanasopoulos-Bepis

sourced_title: Information Technology Consultant

firm: Messina Group Consulting Solutions

headline: Information Technology Consultant

position: Information Technology Consultant

company: Messina Group Consulting Solutions

position: Information Technology Analyst

company: Woodward, Inc.

position: Information Technology

description:
●	Lead IT projects and activities that deliver technical and business capabilities from initiation through implementation.
●	Maintain and manage Active Directory (AD) user accounts, distribution lists and security group permissions.
●	Manage SharePoint site content and structure for IT groups.
●	Configure, install, and maintain client hardware and software.
●	Lead local and global IT Support standardization efforts and continuous process improvement efforts.
●	Program and configure phone extens

position: IT - Telecommunications Programmer

position: Information Technology Specialist

company: US Robotics

evidence_experience: "Maintain and manage Active Directory (AD) user accounts, distribution lists and security group permissions. Manage SharePoint site content and structure for IT groups. Configure, install, and maintain client hardware and software." - pure IT operations/helpdesk work, not internal knowledge/IP-reuse/AI governance ownership.

resolved_account_name: Messina Group Consulting Solutions