Naïma Bouchkoud

publicIdentifier: naimabouchkoud

sourced_title: Senior Consultant | Financial Services | Emerging Technologies | (Gen)AI

headline: EY | Senior Artificial Intelligence Consultant | Financial Services | Emerging Technologies | (Gen)AI

company: EY

description:
Developing strategic plans for CxOs ;
Defining and implementing new operational models ;
Building new products and services based on (Gen)AI ;
Accelerating value creation: from ideation to implementation ;
Steering and managing transformation projects and programmes.

position: Junior Analyst | Business Intelligence | Open Source Intelligence

company: Wintellis

description:
Drafting strategic notes for the company's clients ;
Utilizing OSINT (open source intelligence) day-to-day ;
Preparing missions (logistics, operations...) ;
Monitoring and reviewing the daily press.

evidence_experience: "Developing strategic plans for CxOs ; Building new products and services based on (Gen)AI ; Steering and managing transformation projects and programmes" - all describe services delivered to clients, not internal firm knowledge ownership.

resolved_account_name: EY ifb


Roxanne Youman

sourced_title: Assurance Transformation, Manager

headline: Assurance Transformation at PwC

position: Assurance Transformation, Manager

company: PwC

end: Present

position: Assurance Transformation, Senior Associate

position: Assurance Transformation, Associate

position: Business Implementation - Digital Audit, Associate

position: Assurance - Assistant Supervisor

position: Client Services Associate

position: Business Coordinator

company: NLDA Ltd

disposition: DISQUALIFIED

internal_vs_external: unclear

role_nature: other

band: review

band_reasons: disqualified; ie_unclear

evidence_experience: Entire career path: Client Services Associate, Assurance Assistant Supervisor, Business Implementation - Digital Audit, Assurance Transformation Associate/Senior Associate/Manager - all within PwC's assurance/audit practice, no internal knowledge or AI-governance ownership described.

resolved_account_name: PwC Experience Center

in_612: yes

in_575: no

suppressed: yes


Arshad Nisar

sourced_title: Data Manager at BP

headline: Data Manager at BP

about:
Experienced Wells Data Manager with 19+ years in the oil and gas industry, specializing in well/drilling operations and data management. Known for leveraging technical expertise and innovative solutions to enhance operational efficiency and data quality. Ambitious and dynamic professional with an MSc in Petroleum Engineering, adept at identifying areas of weaknesses and providing effective solutions. Strong team player with excellent communication skills, capable of contributing positively to goals within stringent time constraints. Adaptable, open-minded, and committed to continuous improvement and success.

My career objective is to seek a challenging role in a forward-thinking organization where I can apply my extensive experience in well/drilling operations and data management to drive success and innovation. I aim to utilize my experience to achieve organizational goals with integrity and passion, while continuously enhancing my skills and knowledge and remaining open to learning new competencies.

position: Data Manager at BP

company: Infosys

description:
•	Contributed to the Wells RTO data aggregation product and technology, focusing on data analytics and AI.
•	Managed data and governance of the Wells RTO data aggregation and visualization product.
•	Provided Level 2 real-time data support to the RCC (Real-Time Data Collaboration Centre at BP).
•	Supported data science projects by providing historical real-time data.
•	Reprocessed and normalized historical real-time data to BP standard channels.
•	Enhanced data completeness and quality through e

position: Wells Data Manager at BP-dataWorx wells data

company: Sword Group

description:
•	Managed data and governance of the Wells RTO data aggregation product
•	Provided Level 2 operational support to RCC (real time data collaboration centre at BP)
•	Handled historical data export requests to assist Wells RTO data customers
•	Conducted all testing requirements for Proof of Concept (PoC) on future Systems of Record
•	Ensured data completeness and quality through effective management and governance of the Wells RTO data aggregation product.
•	Executed testing to support data inte

position: Subsurface and Wells Data Analyst at BP

description:
•	Responsible for data cleaning and completeness of historical real-time data in BPWA (Kairos Project).
•	Developed workflows and processes for the Kairos project.
•	Mapped and applied Keyen well header identifiers to BP’s historical real-time data in Sitecom.
•	Compared Keyen and Sitecom data across all regions and categorized them for various actions, such as UOI/UBI updates, moves, merges, deletions, and complex merges.
•	Involved in developing tools for data normalization.
•	Create wellbore-

position: Subsurface Data Management Support at BP

description:
•	Managed information and data, with a focus on EDM technical data management and well header information.
•	Possessed in-depth knowledge of BP’s Well/Drilling Data software suite EDM.
•	Audited EDM well header data for BP's subsurface team.
•	Assisted in developing strategies and EDM training material for data quality improvement.
•	Familiar with well header data and subsurface information.
•	Performed EDM data loading, quality control, and manipulation.
•	Ensured consistency across data stores

position: Data Management Specialist

company: Mahad Consultancy Limited

description: Provided Data management consultancy to projects through indirect contracts

position: Senior Drilling Consultant at Shell UK

company: Halliburton (Landmark)

description:
•	Possess extensive knowledge of EDM applications and data management.
•	Supported EDM roles, including involvement in data quality and data analysis.
•	Proficient in OpenWells, Compass, WellPlan, Profile, and Data Analyzer.
•	Basic knowledge of design software such as StressCheck and WellCat.
•	Familiar with operational reporting standards and offshore team data reporting procedures.
•	Understand the EDM structure and capable of covering workflow courses and troubleshooting issues.
•	Provided E

position: Wellbore Positioning Engineer / Global Technical Support

company: Baker Hughes

description:
•	Provided wellbore positioning technical support to global Baker Hughes operations.
•	Delivered advanced wellbore placement services, including in-field referencing, multi-station analysis, and dual-inclination correction.
•	Responded to wellbore positioning-related technical support queries via the Technical Support Portal.
•	Ensured that technical inquiries and solutions were documented and captured.
•	Contributed to the continuous process improvement of the Technical Support Portal.
•	Active

position: Well Design Engineer / Drilling Applications Engineer

company: Halliburton

description:
•	Designed and planned directional wells in EDM using Compass and WellPlan applications.
•	Created and optimized complex wellpaths.
•	Performed all required analyses for directional well plans, including anti-collision analysis, survey program design, geological target analysis, and engineering optimization of designs.
•	Facilitated and conducted engineering analyses of well designs, such as Torque and Drag analysis, Hydraulics analysis, and BHA analysis, during both planning and drilling phases

internal_vs_external: external

band: clear

evidence_experience: "Managed data and governance of the Wells RTO data aggregation and visualization product" and "Provided Level 2 real-time data support to the RCC (Real-Time Data Collaboration Centre at BP)" - hands-on technical data engineering delivered to client BP via a staffing firm, not ownership of an internal knowledge/AI function at the person's own employer.

resolved_account_name: Infosys Consulting

in_575: yes

suppressed: no


Kerstin Schöne

sourced_title: Senior Knowledge Manager

headline: Experienced knowledge and information professional

position: Senior Knowledge Manager

company: Simon-Kucher & Partners

description:
Projektleitung Konzeption und Implementierung einer globalen Projektdatenbank; Projektleitung Konzeption und Implementierung neuer Prozesse zur Wissenssammlung; Erhebung und Gewichtung von Requirements; Marktsichtung und Evaluation potentieller Dienstleister;
Stakeholdermanagement ; Dienstleistersteuerung; Migration zu SharePoint online, Anforderungsanalyse , Erfassung und Konzeption von Prozessen und Workflows;  Expertensuche; Enterprise Search; Use Case Entwicklung für den Einsatz von AI

position: Knowledge Manager

description: Wissensmanagement, Desk Research, Training im Rahmen des Onboarding, MS SharePoint, Prozessoptimierung, Konzeption und Implementierung des Intranets, Intranet Owner, Front-End-Support, Implementierung globaler Wissensdatenbanken

position: Information Manager

description: Schwerpunkt Desk Research, Informationsversorung von Projektteams, Quellen Lexis-Nexis, Statista, Springer, ThomsonReuters

content: Join our great team!!!

content: proud to be building the road...

content:
I could not summarize it better!
Special thanks to Maria Dominguez Perez , Perrine Guy-Duché and Alanna McAuley for turning breaks into an inofficial  "KM in consulting roundtable".  It was amazing to exchange ideas and experiences with all of you.
#KMWorldEurope

content: I am excited to share I will be speaking at #KMWorldEu in April!

disposition: STRONG

primary_strip: B

internal_vs_external: internal

evidence_experience: "Projektleitung Konzeption und Implementierung einer globalen Projektdatenbank; Projektleitung Konzeption und Implementierung neuer Prozesse zur Wissenssammlung... Use Case Entwicklung für den Einsatz von AI" and "Intranet Owner... Implementierung globaler Wissensdatenbanken" - owns and leads the firm's internal knowledge infrastructure, processes, and AI use case development across the organisation.

resolved_account_name: Simon-Kucher


Hal Franke

sourced_title: Global BPO Healthcare Capability Mobilization Lead

headline: Living

position: Currently Retired taking care of Elderly Parents

company: Care Giver

description: I've made a hard decision to leave the active workforce to take care of family members.  Would be willing to do some consulting work in the future.  Will update my profile at that time.  Retired from Accenture.  Great Company that allowed me to help many companies achieve their goals around the globe.

company: Accenture

position: Global Mobilization Lead

description: Currently Lead North American Mobilization responsible for transition execution for all BPO deals originating from North America.  Accenture’s BPO operations are supported across our Global Delivery Center Network.  Also responsible for Mobilization Capability Development within our NA Delivery Centers in Costa Rica, Charlotte, Knoxville, Sacramento, Silicon Valley and San Antonio.

band_reasons: disqualified

evidence_experience: "Lead all transition solution and costing efforts across Health and Public Services. Lead and Deliver very large Multi-Tower BPO transition efforts in multiple geographies."

resolved_account_name: umlaut company


Eric Colquhoun

publicIdentifier: ericcolquhoun

sourced_title: Digital Strategy Sr. Consultant

headline: Digital Business & Strategy Consultant at Cognizant

position: Digital Strategy Sr. Consultant

company: Cognizant

position: NCCU Laboratory for Artificial Intelligence & Equity Research Team Lead

company: North Carolina Central University

description: Researcher at NCCU’s Laboratory for Artificial Intelligence & Equity Research (LAIER) analyzing Twitter Data for Authorship Attribution providing machine learning insights for reliable measurements of tweet post ownership behind various candidate accounts for the 2020 U.S. Presidential Election

position: Front End Full Stack Web Development (MERN Stack)

company: The Hacking School - Coding Bootcamp

position: Information Risk Management, Front Office, Consulting Intern

company: Nationwide

description: Implemented internal security controls to protect Enterprise Applications and Nationwide Financial Bank by identifying vulnerabilities and implementing protective security controls. Provisioned user roles and access control with Identity & Access Management (IAM) team.

position: Computer Science Research Assistant

company: Winston-Salem State University

description: Research Assistant conducting front-end development in departmental research for One-Up learning platform; providing support for end-user functionality and UAT

position: Healthcare Informatics, Lean Process Engineering

company: King Fahad Specialist Hospital Dammam

description: Managed project on digitizing physician pharmacy documentation using lean methods to reduce written orders by converting to a standardized electronic ordering process in MedicaPlus, EHR system. Delivered streamlined process with proper application reconfiguration and governance  reducing takt-time by 75% for patient prescription orders and full-proofed potential for patient prescription errors

position: Business Research Assistant

description: Business Department Research, Data Collection & Historical Analysis for Stock Market variance and performance across a multitude of market information providers to forecast market conditions

position: Civil Air Patrol Leadership Officer

company: Civil Air Patrol

description:
C/Capt & Cadet Commander of the MER-NC-150 Composite Squadron
Emergency Services Officer for Search and Rescue (SAR), Safety Officer, and Quartermaster

evidence_experience: Digital Strategy Sr. Consultant @ Cognizant (Sep 2021 - Present) - no further detail provided beyond title; prior roles are research assistantships and internships unrelated to internal KM/AI ownership at current firm.

resolved_account_name: Cognizant Consulting France


Shaista Syed

sourced_title: Knowledge and Innovation Manager

headline: Knowledge and Innovation Manager

about:
Knowledge and Innovation Manager with a strong track record in driving Microsoft 365 adoption, knowledge management, and digital ways of working across global teams.
I design practical solutions that improve how people find, use, and share information. This includes building structured processes, leading content governance, and improving collaboration through SharePoint, Teams, and intranet platforms.
I play an active role in upskilling colleagues on AI and digital tools, translating complex concepts into simple, usable guidance. Known as a “Digital Ninja”, I support teams to adopt new tools, automate repeatable tasks, and work more efficiently, while maintaining quality and governance standards.

I am recognised for clear communication, strong stakeholder engagement, and making change feel manageable and relevant.

position: Knowledge and Innovation Manager

company: KPMG

description:
Digital adoption and knowledge management professional with experience leading transformation initiatives that improve how global teams access, share, and use information. Skilled in driving adoption of AI and Microsoft 365 tools, delivering training and guidance, and helping teams streamline workflows through automation and smarter ways of working.

Experienced in managing digital and innovation projects, improving knowledge platforms and content processes, and collaborating with global stakeho

position: Knowledge Enablement Manager

description: Knowledge management professional with experience driving awareness and adoption of collaboration tools including Microsoft Teams and SharePoint Online. Skilled in content curation, organisation, and governance to support client delivery and business development activity. Experienced in strengthening collaboration across global communities, improving knowledge sharing, and providing guidance on effective use of digital collaboration and knowledge platforms.

position: Assistant Manager

description:
Managing the content on the IFRS external website.
Updating, rebuilding pages, libraries, databases and surveys.
Content management and maintenance
Adobe Experience Manager content management system
Adobe Analytics reports

position: Knowledge Management and Communications Assistant

description:
Managing the content on the IFRS external website.
Updating, rebuilding pages, libraries, databases and surveys.
Content management and maintenance
Adobe Experience Manager content management system
Finalising and circulating HTML IFRS newsletters and PDF IFRS publications.
Upkeep and maintenance of ISG databases.
Compose and lead internal Portal training sessions.
Compiling SharePoint user guides to communicate best practise.
Finalising department PowerPoint training slides, ensuring brand

position: Web Content Publisher

description:
Responsible for the day-to-day publishing of content to kpmg.com/uk site.

Assisting in the creation of digital content - site’s templates, layout and functionality

Publishing in alignment with global risk and brand policies and in accordance with web policies and standards of the kpmg.com system

Receiving and recording enquiries submitted via kpmg.com

Performing general web site maintenance

position: Service support officer

company: London Borough of Hackney

description:
Administered the Early Years Panel
Monthly Parenting Support Statistics
Admin Support for weekly and monthly meetings

position: Web and Portal Development Analyst

company: Santander Plc

description:
Managing access of intranets and portals
Managing access to portals for 25000 users across the organisation
Providing a helpdesk and troubleshooting service for all users of Santander Portals
Defining and maintaining rules for accessing portals

position: Information Architect

company: Wellcome Trust

description:
Managing web projects for internal clients for the corporate website (www.wellcome.ac.uk)  and the intranet
Website maintenance and updates using stellant content management system
Creating information architecture solutions that meet requirements and fit within broader information architecture and design frameworks
Liasing with internal clients to facilitate shared understanding of solutions
Defining metadata models where required for new website functionality
Quality control and content edi

content: Definitely agree with this. In my day-to-day work, using Microsoft Copilot has helped me stay more focused in meetings rather than getting caught up in note-taking. The summaries and follow-ups are a great starting point, it’s all about using it to work smarter.

disposition: QUALIFIED

primary_strip: C

evidence_experience: "Skilled in driving adoption of AI and Microsoft 365 tools, delivering training and guidance, and helping teams streamline workflows through automation and smarter ways of working" and prior role "Knowledge Enablement Manager... driving awareness and adoption of collaboration tools including Microsoft Teams and SharePoint Online... strengthening collaboration across global communities, improving knowledge sharing" - this is hands-on internal KM/digital adoption work across KPMG's own teams, not client delivery, but does not show ownership of the function at an org-wide leadership level (no team management or budget/function ownership evident).

resolved_account_name: Global Strategy Group, by KPMG


Sangeetha Raghavan

sourced_title: Tech Solution Plan Enablement Manager

headline: Solution Architect Senior Manager at Accenture

position: Senior Manager

position: Tech Solution Plan Enablement Manager

position: Technology Lead

company: Infosys

evidence_experience: Products Industrial A&D and auto pricing lead @ Accenture - indicates client-sector delivery/pricing lead role, not internal function ownership


Aäron van Neerbos

publicIdentifier: aaronvanneerbos

sourced_title: Manager - Information Management

headline: Manager - Information & Data Management

about: Strategic Information Management professional focused on continually improving Business IT alignment, motivated to continue my learning journey!

position: Manager - Information Management

company: PwC Nederland

position: Information Management - Senior Associate

position: Information Management - Associate

position: Informationspecialist Assurance

position: Senior IT Support Engineer

description:
PwC Internal IT service provider.
My roles consists of; Quality Controller, Problem Controller, IBM Notes Support & On-Call-Duty.

position: IT Support Engineer

description:
PwC Internal IT service provider.
My roles consists of; IBM Notes Support, Quality Controller & 1st Line Support.

position: Support Engineer

company: Neomax

description:
IT recruitment agency.
Assigned to work at PwC.

position: Intern Active Directory SSC-ICT

company: Hogeschool Utrecht

description:
Active Directory administration in an enterprise environment.
Account administration.
Provisioning students and employees through MIIS/ILM
DHCP, DNS administration.
Analysis of the current Active Directory structure and advised on innovation.

evidence_experience: "PwC Internal IT service provider" and progression through "Information Management - Associate/Senior Associate/Manager @ PwC Nederland" - hands-on internal information/IT management career with no explicit org-wide ownership remit stated.

resolved_account_name: PwC Nederland


Dhanya Rao

sourced_title: Data Engineering and AI Manager

headline: Data Engineering and AI Manager

about: I have diverse IT and Business experience spanning across General Insurance and Workplace Safety products industry. I was involved in data migration/data analysis and related activities in E commerce Industry. I have strong background in Development/Design of IT applications.  I have worked in varied roles involving requirement analysis, design, development, testing and deployment.

position: Data Engineering and AI Manager

position: Business & Integration Architecture Associate Manager

position: Business & Integration Architecture Specialist

position: Senior Consultant ( Data Engineering)

company: Capgemini

description: Responsible for data migration from on-premise to Azure Data Cloud. Experience working with Data Integration Tools like Azure Data Factory and Informatica. Knowledge and experience in Data bricks, migration into Snowflake, Involved in major product integration for the clients

position: Developer

company: Brady Corporation

description: Responsible for migration of data to Magento eCommerce and Stibo STEP Platform.  This involved interfacing with product merchandisers / managers, technical consultants, web designers & business leaders to ensure quality.  The nature of the business required us to maintain flawless interface between various platforms, including Stibo STEP, SAP & Magento.

position: Software Engineer

company: Tata Consultancy Services

description:
•	Part of transition team to acquire knowledge transition of existing system  from a major competitor.
•	Business Analysis , UAT support and handling queries from business.
•	Onsite-Offshore Coordination of work

description:
Responsible for
•	Creating High Level / Low Level Design for development projects.
•	Business Data Analysis and providing estimates for the development and maintanance projects.

 TCS gems award for
•	successful completion of COCO  Project in 2013 (Implementation of Competition Commission Business rules to IT)
•	Services and Commitment Award 2012-13

position: System Engineer

description:
 Responsible for
•	Data extraction
•	Converting extracted data to reports suitable for business inferences.
•	Updating the business data/reports.
•	Working in close conjunction with Solution Designers and Architects for major changes in the system
•	Involved in IPP Migration Project
•	Regular interactions with the client eliminating the ambiguities in understanding the requirements

 TCS gems award for
•	successful completion of IPP Migration Project in 2009 (Migration of Individual Pension Pol

content: View my verified achievement on Agentic AI experience

band_reasons: disqualified; builder

evidence_experience: "Responsible for data migration from on-premise to Azure Data Cloud... Involved in major product integration for the clients" - all roles describe client project delivery, data migration, and technical development work, not internal function ownership


Kristen Lundstrom

sourced_title: Senior Manager/Senior Editor

headline: Senior Editor/Senior Manager at ICF

position: Senior Manager/Senior Editor

company: ICF

position: Manager, Senior Editor

position: Senior Lead Editor

company: HNTB

position: Editor

company: ICF International

position: Technical Editor

company: Jones & Stokes

company: Seitel Leeds & Associates

evidence_experience: Consistent editor/technical editor titles across ICF, HNTB, Jones & Stokes, Seitel Leeds & Associates - no description of owning internal knowledge, IP-reuse, or AI adoption functions

resolved_account_name: PulsePoint Group (now ICF Next)


Anup Nayak

sourced_title: Research Manager

headline: Research Manager at Accenture Research

about: I am an electrical engineer with a passion to work on cutting-edge technology. One of my latest works was on predicting the flood regions applying computer vision technology on satellite imagery. I also have developed a few novel ideas and applied for patents. I developed embedded systems and would like to develop novel methods to apply artificial intelligence in high tech products.

position: Research Manager

company: Accenture Research / Ford

description:
- Advanced Driver Assistance System (ADAS) SME: Guiding and developing OpenVX
graphs, nodes, kernels for A72-CPU and C71-DSP cores in TDA4VH/M SoC. Evaluating
and integrating surround view cameras, vision subsystem, and codec to the vision
pipeline. Integrating TI’s Deep Learning Neural Network libraries in the pipeline,
creating demos for NN inferences of trailer angle and generating H.265 videos from live
IMX625 camera feed. Integrating suppliers’ code deliveries with the Ford’s pipeline.
Help

position: Contractor

company: Government

position: Systems Development Manager

company: Affiliated Computer Services

position: Principal Software Engineer

company: Orbital Sciences Corporation

position: Sr. Software Engineer

company: Andrew Corp

company: TeleCommunication Systems

position: Sr. Member Technical Stall

company: IIS

position: Sr. Engineer

company: Polaroid

evidence_experience: "Advanced Driver Assistance System (ADAS) SME: Guiding and developing OpenVX graphs, nodes, kernels for A72-CPU and C71-DSP cores in TDA4VH/M SoC... Integrating suppliers' code deliveries with the Ford's pipeline."


Barbara Dorrell

sourced_title: Senior Project Manager, Foundational Systems, Talent IT | IT Services

headline: Senior Project Manager at EY

about:
Barbara is a highly organised IT and Business Project Manager with significant experience of working within the Financial Services industry.

She has a consistent record of high quality delivery of high value projects to reduce key areas of business risk, within both time and budgetary constraints.

Barbara is able to combine excellent attention to detail with proven planning and control skills.

Specialties: • Considerable experience of leading and motivating multi functional project teams.
• Excellent communicator with strong written/verbal skills and the ability to build effective relationships with a diverse range of stakeholders, earning trust through active engagement and delivery.
• A flexible attitude and extremely thorough approach has enabled successful delivery to tight deadlines, with limited resources within pressurised situations.

company: Ernst & Young

description: Responsible for delivery of global projects to meet customer needs for Direct Access and HR Shared Services.

position: Project Manager

company: Lloyds Banking Group

description:
Responsible for all aspects of project management, both as a business and IT focused Project Manager. Established appropriate governance and communication processes, led and influenced discussions with management teams, stakeholders and suppliers, to ensure their continued commitment to the success of the projects.

Previous recent achievements include:

• IT Project Manager for delivery of a new IT bespoke asset and liability management system for life, pension and investment funds, including t

position: Manager - Fund Pricing and Box Management

company: HBOS

description: As the Manager of a team of pricing specialists, was responsible for the daily production of unit trust, Open Ended Investment Company and unit linked fund prices, and provided information to the financial press within specified deadlines. Managed daily asset and liability reconciliations, meeting organisational and regulatory requirements.

position: Customer Services Manager

company: Equitable Life Assurance Society

description: Responsible for the daily administration and non standard servicing tasks regarding Group Additional Voluntary Contribution Pension Schemes. Developed and maintained excellent working relationships with group clients.

position: Customer Services Administrator

description: Managed all aspects of the company's Personal Equity Plan products, in accordance with regulatory requirements.


Michelle Kim

sourced_title: Manager of Professional Development

headline: Professional Development Manager at McKinsey & Company

position: Manager of Professional Development

company: McKinsey & Company

position: Professional Development Manager

company: Goodwin Procter LLP

position: Associate

company: Proskauer Rose LLP

company: Holland & Knight LLP

position: Paralegal

company: Pearson North America

evidence_experience: Professional Development Manager @ Goodwin Procter LLP - a Talent/L&D role, not knowledge management or AI governance.

resolved_account_name: McKinsey New Ventures (part of McKinsey & Company)


Tom McKeown

sourced_title: Manager - Enterprise Data Services

headline: Business Anslyst

about: Accomplished, detail-oriented professional with extensive experience managing small-to-large scale projects and programs.  Excels in dealing with ambiguity and demonstrates a high drive for results.  Proven success record in improving efficiency by utilizing leadership, creativity and enthusiasm to design and execute solutions.  Stands out as agile and action-oriented with a superior ability to achieve goals across multiple projects and functions.

position: Manager - Enterprise Data Services

company: KPMG

description: Risk Management

position: Manager - Risk Management Operations

company: KPMG US

position: Business Analyst

company: Momentum Resource Solutions

position: Business Intelligence/Data CoE - Development Manager

company: Mars

position: BW Development Team Lead

position: Senior Business Analyst – BW Development Team

disposition: UNQUALIFIED

band_reasons: technical_builder_no_ownership; builder

evidence_experience: "Manager - Enterprise Data Services @ KPMG: Risk Management" and prior "Business Analyst for Risk Management Applications" and long BI/data development background at Mars - consistently technical/operational data work, no stated ownership of a knowledge, IP-reuse, or AI-adoption function.


Hari Singh

sourced_title: Data Lead

headline: Business & Data Transformation Consultant | Senior Business Analyst | Enterprise Data, SAP, ServiceNow, Databricks & AI

about:
I am a Business and Data Transformation professional with 15+ years of experience delivering complex business, data and technology transformation programmes across Financial Services, Banking, Insurance, Telecommunications, Retail and Technology sectors.
Throughout my career I have operated across both strategic leadership and hands-on delivery roles, helping organisations define requirements, improve business processes, govern data, modernise platforms and successfully deliver enterprise-scale transformation initiatives.
My experience spans:
• Business Analysis & Requirements Engineering
• Data Analysis, Governance & Migration
• Business Readiness & Change Management
• Stakeholder Engagement & Workshop Facilitation
• SAP, ServiceNow and Enterprise Platform Transformation
• Analytics, Reporting & Data Modernisation
• Data Strategy, Master Data Management and Operating Model Design
Recent programmes have involved SAP, AWS, Databricks, Oracle EAM, ServiceNow, SAP Business Data Cloud and enterprise data platforms supporting operational transformation, governance, reporting and regulatory compliance.
I have led global and multi-vendor teams of up to 40+ resources, delivering programmes supporting thousands of users across multiple geographies.
Alongside my transformation background, I am actively expanding practical capabilities in Generative AI, AI Agents, Retrieval-Augmented Generation (RAG), Prompt Engineering and intelligent automation, exploring how emerging technologies can enhance business processes, decision-making and enterprise productivity.
Areas of Interest:
Business Analysis | Data Analysis | Data Transformation | Enterprise Transformation | SAP & ServiceNow Transformation | Data Governance | Analytics | AI-Enabled Business Change

position: Techno-Functional Data Lead | Enterprise Data Transformation

company: Protiviti

description:
Lead consultant supporting enterprise-scale transformation programmes across Telecommunications and Technology sectors, spanning SAP, AWS, Databricks, Oracle EAM, Siterra and ServiceNow platforms.
Responsible for bridging business and technology teams, leading requirements definition, stakeholder engagement, data strategy, governance, migration and business readiness activities across customer, asset, site and operational data domains.
Key responsibilities and achievements:
• Led business analys

position: Lead Data & Business Transformation Consultant

company: IBM

description:
Lead Data and Business Transformation Consultant supporting multiple global SAP S/4HANA Finance and Supply Chain transformation programmes across complex enterprise environments.
Partnered with business, finance and technology stakeholders to define requirements, facilitate fit-gap assessments, challenge global template designs where required and coordinate data migration, governance and business readiness activities. Played a key role in delivering process harmonisation, data modernisation and

position: Lead Business & Data Analyst – Big Data & Cyber Security

company: Deutsche Bank

description:
Lead Business and Data Analyst supporting a strategic global cyber security and Big Data transformation proof-of-concept, responsible for defining data requirements, ingestion strategies, governance and analytical capabilities across large-scale enterprise data environments.
Worked across business, cyber security and technology functions to enable the ingestion, processing and analysis of high-volume security and operational data from multiple global regions into a centralised Cloudera-based Big

position: Lead Business & Data Analyst – Big Data & Analytics

company: Fidelity Investments

description:
Lead Business and Data Analyst supporting the first phase of a strategic Big Data and Analytics transformation programme, responsible for migrating high-volume market data from Netezza to a Hadoop-based analytics platform.
Partnered with business and technology stakeholders to define requirements, data migration approaches, reporting capabilities and business readiness activities, enabling improved visibility of transaction cost analysis and supporting future data platform modernisation initiati

position: Lead Financial & Actuarial Reporting Business Analyst

company: Zurich Insurance

description:
Lead Financial and Actuarial Reporting Business Analyst supporting the Zurich SAP Finance Transformation (ZSFT) programme, responsible for delivering UK Life, UK General Insurance and Isle of Man operations into a global SAP Finance template.
Worked across finance, actuarial, business and technology teams to support data harmonisation, reporting transformation, process standardisation and business readiness activities as part of a large-scale enterprise transformation initiative. Acted as a key

position: Principal Consultant

company: SAP

description:
Principal Consultant delivering enterprise business intelligence, analytics and transformation solutions across finance, treasury, insurance, retail and oil & gas programmes.
Worked with business and technology stakeholders to define requirements, design reporting and analytics solutions, support programme delivery and resolve complex business and technology challenges across large-scale SAP transformation initiatives. Developed extensive experience in stakeholder management, business process an

evidence_experience: "Lead consultant supporting enterprise-scale transformation programmes across Telecommunications and Technology sectors" and prior roles all describe delivering data/BA work at client organisations (Deutsche Bank, Fidelity Investments, Zurich Insurance) - all external client delivery, no internal function ownership.

resolved_account_name: Protiviti Switzerland


Madeleine Werner

sourced_title: Senior IT Digital Transformation Manager

email_status: verified

company: RSM Ebner Stolz

description: Projektmanagement mit Asana; Prozessdesign und Prozessmanagement mit Signavio (BPMN 2.0) sowie Durchführung von Prozessschulungen; Knowledge Management mit Confluence; Administration; Microsoft Office Spezialistin - Templatemanagement nach CD/CI, Konzeption von Microsoft Office Makros, KeyUser; Dokumentenautomation; Teilprojektleitung Einführung Dokumentenmanagement; Konzeption Schulungen

position: IT-Support und Training

company: Menold Bezler Rechtsanwaelte

description: Daten- und Prozessadministratorin inkl. Optimierung, Verantwortung für Administration und Support Kanzleisoftware und DMS sowie Anwendungssupport für Microsoft Office, Konzeption und Verwaltung standardisierte Dokumentvorlagen nach CD/CI, Durchführung von unternehmensspezifischen Trainings - Kanzleisoftware, Datenpflege und MS Office (Word, Excel, Power Point) auch für neue Mitarbeiter, Teilprojektleiterin fachbereichsübergreifende Prozesse und Einführung Kanzleisoftware und DMS

evidence_experience: "Knowledge Management mit Confluence; Administration; ... Teilprojektleitung Einführung Dokumentenmanagement; Konzeption Schulungen" and prior role "Verantwortung für Administration und Support Kanzleisoftware und DMS sowie Anwendungssupport für Microsoft Office, Konzeption und Verwaltung standardisierte Dokumentvorlagen"

resolved_account_name: RSM Ebner Stolz


Gautam Bodke

sourced_title: Lead Consultant (Data Services/Test Data Management)

headline: Lead Consultant (Test Architect/Data Services/Test Data Management/Test Automation)

company: Infosys

position: Systems Consultant (Test Data Management)

company: T. Rowe Price

description: TDM Architect/Consultant responsible for end to end TDM solution implementation.

position: Lead Consultant

company: Wipro

evidence_experience: "Data Services and TDM Architect/Consultant responsible for end to end solution implementation."


Feranmi Taiwo

sourced_title: Senior Information Governance, Privacy & Security Consultant

headline: Senior Consultant at FTI Consulting • Technology • Data Governance, Privacy & Security

about:
Feranmi is an experienced Information Governance and Privacy professional with a strong background in M365 compliance, OneTrust Privacy & GRC solutions, and enterprise information management. He specializes in data lifecycle management, regulatory compliance, and policy development, ensuring organizations effectively govern their information assets.

As a certified OneTrust Privacy & GRC Professional, Feranmi has hands-on expertise in Data Mapping, Vendor/Third-Party Risk Management, and Assessment Automation, helping organizations streamline their governance and compliance processes. He also has experience monitoring and reviewing compliance with policy frameworks, supporting internal audits, and assisting in control self-assessment processes.

More recently, Feranmi has led and supported information governance initiatives, including designing and implementing M365 retention and sensitivity labels using Microsoft Purview, aligning data protection strategies with business objectives, and driving policy development and change management to enhance regulatory compliance.

Prior to joining FTI Consulting, he was part of a governance team responsible for implementing information governance frameworks, automating compliance workflows, and supporting risk mitigation strategies through policy-driven data classification and retention initiatives.

company: FTI Consulting

position: Cyber Security Analyst

company: Guaranty Trust Bank (UK) Limited

position: IT Technician

company: CARES-GROUP

position: Intern

evidence_experience: "Feranmi is an experienced Information Governance and Privacy professional... ensuring organizations effectively govern their information assets" - describes services delivered to client organizations, not internal ownership of FTI's own knowledge/AI function.

resolved_account_name: FTI Consulting


Ivo Hofstad

sourced_title: Sr. Manager, Knowledge Management & BI Initiatives

headline: Sr. Manager at FTI

position: Assistant Operational Restructuring

company: Grolsch Beer Brewery

evidence_experience: Title and tenure (over two decades in the same KM & BI Initiatives role at FTI Consulting) strongly imply ownership/leadership of the firm's internal knowledge management and business intelligence function, though no further first-person detail is provided in the sourced experience text.


Sherenvir K.

sourced_title: Global Legal Operations Innovation and Process Transformation Manager

about:
My skill set lies in enabling sales teams to win the right business in the right way; quickly and efficiently with a focus on commercial and operational rigour.  I work with operations teams to ensure we are keeping as much of that money in the business as possible with a focus on driving growth measured by sales cycle and profit/revenue metrics.  I am passionate about using my commercial, communication and change management skills to help do business better.

Commercial operations specialist skilled at creating scalable processes, evaluating, improving, maintaining and measuring operational processes to ensure efficient and productive workflows with all things pre and post sales .  Experience includes but is not limited to defining measurably impactful process with pipeline management for sales teams with multi-million dollar targets, contracts management, bid management, bid qualification, revenue forecasting, and sales enablement.  I also have experience with creating and rolling out ratecards, pricing tools and SOPs.

company: Boston Consulting Group (BCG)

position: Commercial Operations Coordinator

company: Clarivate

position: Sales Support Consultant

company: Kantar

description:
Critical role will with a focus on delivering and driving commercial success of the commercial team in the UK against our growth plan.   Covering key areas such as commercial governance, pricing, contract negotiation and automation of processes.

-	Supporting the commercial management team, working closely with directors within new business, business development and customer success teams with financial and legal issues and standardising process.
-	Partnering with HR to create legal onboaring pr

position: Senior Project Executive

company: Kantar Millward Brown

description:
Experienced professional working on FMCG, Pharmaceutical and Luxury accounts (fashion, accessories, beauty, travel and premium alcohol).  Managing single and multi market studies for local and global clients.  Passionate about delivering actionable insights which are right first time.
Key focus on:
-	Pricing and scoping projects, collaborating cross functionally (ie with new biz, ops and client teams) to obtain robust cost from initial contact through to the approval process and final presentati

position: Research Executive

description:
Working in PMO function managing both UK and Global projects for clients in the FMCG, pharmaceutical and luxury sector (including beauty, automotive, travel,  fashion and accessories).

General experience
-delivering and managing robust projects end-to-end
-working on multiple complex projects simultaneously
-managing on-shore and off-shore colleagues and agencies
-working with external teams
-working to tight deadlines for deliverables
-financial management and accountability for projects

Indu

evidence_experience: "Commercial operations specialist skilled at creating scalable processes... with all things pre and post sales" and "Critical role...driving commercial success of the commercial team...covering key areas such as commercial governance, pricing, contract negotiation" - all client/sales-facing commercial operations, not internal knowledge/AI/IP governance.

resolved_account_name: BCG GAMMA


Mark Bomberger

headline: Consulting- Digital & Emerging Technologies, Microsoft- Senior at EY

company: EY

position: Senior Software Consultant

company: Tallan

evidence_experience: Senior Software Consultant @ Tallan (Aug 2011 - Feb 2023); Consulting- Digital & Emerging Technologies, Microsoft- Senior @ EY (Feb 2023 - Present) - both indicate client-facing technology consulting work with no internal function ownership described.


Amber Olm

sourced_title: IT Knowledge Manager

email_status: ok/good

headline: IT Knowledge Manager and Service Desk SME at Cognizant

about: Experienced IT professional with 12 years of progressive experience spanning IT Service Desk Operations, Knowledge Management, and Service Desk SME Leadership. Proven expertise in incident and request management, process improvement, documentation strategy, and end-user support. Recognized for bridging technical and business needs, mentoring teams, and driving service quality, efficiency, and consistency across IT support environments.

position: IT Knowledge Manager

company: Cognizant

position: Corporate IT Service Desk Agent

company: Kohler Co.

position: Jr. Systems Administrator

company: Jack Schroeder and Associates, Inc.

evidence_experience: Experienced IT professional with 12 years of progressive experience spanning IT Service Desk Operations, Knowledge Management, and Service Desk SME Leadership... documentation strategy, and end-user support.


Candice Fein

sourced_title: Learning and Development - Digital Delivery and Stategic Innovation Lead

about:
I have spent my career working for PwC – approximately 20+ years.   I started working with Coopers and Lybrand before it merged with Price Waterhouse.  My career started as a CPA in the Audit practice, but I then developed a passion for teaching and learning. I was thrilled to obtain a position within L&D and have been here ever since.

As a L&D professional, I have had to re-invent myself several times and become flexible and agile.  Most recently, I have spent the last 6 years immersed in digital learning.  I have gained expertise in digital design and various digital tools.  I have had to think “out of the box” on many occasions.  For example, the onset of Covid put a new spotlight on digital.  Now with the introduction of AI, digital will continue to grow in unimaginable ways.   My goal is to make learning more flexible, engaging and provide the learner with a deeper learning experience.  I would also like to think of ways of repurposing our 1000’s of hours of digital learning.

company: PwC

description: Orchestrate execution and drive forward-looking, strategic digital learning builds across the PwC Assurance practice.  Serve as the primary point of contact for new elearn builds (Storyline, Gomo, Rise, Synthesia-AI).  Pilot new digital capabilities and/or AI tools for elearn development.  Coach  and mentor Digital Managers.

position: Learning and Development - Manager

description:
Over the last 20+ years, I have acquired a deep understanding of PwC, been through many re-organizations in the firm and had to re-invent myself several times to “keep current”. My areas of expertise are:
· Building strong relationships with stakeholders, meeting & exceeding client expectations and producing high quality work. Examples:
· Received recognition from Tax Partners for high quality work and 2) prior Audit Manager experience
· “Understand” the client and speak their language while bui

position: Associate-Manager, CPA

description:
Passed CPA exam and kept my license current while working as an auditor. Responsibilities included:
· Budgeting and monitoring budgets for engagements, planning work flow approach, performing detailed internal control reviews and testing, supervised and managed multiple staff, coordinating services and work performed with other lines of business, reviewing work completed by staff, researching and concluding on technical accounting issues encountered, completing and presenting reports to clients'

position: Project Manager - L&D Digital and Design

company: PricewaterhouseCoopers


Caleb Houser

sourced_title: Senior Developer, Information Management and Governance

headline: Senior Backend Engineer

about: I have 15+ years of professional experience writing software for both new solutions and enhancing existing systems.

position: Senior Software Engineer

company: Kroll

position: Independent Contractor

company: Chouser Development

description: Working as an Independent Contractor utilizing my skills as a Software Engineer and enjoying the prospect of meeting new people and tackling new problems and opportunities!

position: Software Development Engineer

company: Demand Energy, Inc.

position: Software Engineer

company: Softechnologies

description: Working to provide solutions to clients whether it is an upgrade/update that they need to meet their needs or working on an entirely new product.  Tasks include Technical Documentation and Design, Coding, Quality Assurance, Product Packaging and Deployment.

evidence_experience: "My main focus is on our platform stability and scalability. I help design and implement custom tooling to allow our solution to grow to meet our ever-expanding customer needs." - pure technical building, no function ownership.

resolved_account_name: Kroll


Maurice Scheich

sourced_title: Senior Consultant Digital Strategy

headline: Digital Strategy and Execution at OMMAX | (prev. Richemont, Adidas)

position: Senior Consultant Digital Strategy

company: OMMAX

description: OMMAX is a pan-European digital strategy consultancy shaping technology-, data-, and AI-powered businesses. Partnering with investors, corporates, and mid-sized companies, OMMAX delivers measurable impact through digital strategy and transformation across technology, data, and AI. Since 2011, OMMAX has delivered 3,000+ digital value creation projects, establishing itself as a trusted partner to private equity firms, global enterprises, and digital innovators.

position: Digital Marketing, Commercial Strategy & Project Management

company: Various Companies

description: Working in various positions for conglomerates like ADIDAS & RICHEMONT in digital marketing, strategy & project management

evidence_experience: "Partnering with investors, corporates, and mid-sized companies, OMMAX delivers measurable impact through digital strategy and transformation across technology, data, and AI."

resolved_account_name: OMMAX


Annie Michels

sourced_title: Product Strategist / Manager / Assistant Director – Enterprise Search, Semantic AI Enablement


Yu Wang

sourced_title: Senior AI Research Manager / Research Scientist

headline:
Senior Research Manager@Accenture AI Research |
Postdoc in Statistics, University of Cambridge  | PhD in CS, University of Cambridge | Claude Certified Architect

position: Senior Research Manager in AI / Research Scientist

company: Accenture

description:
Research:
Self-evolving Agent, Reinforcement Learning, GenAI, Multimodal - LLM, VLM / VLA, agent research & context engineering, math behind the LLM models, inference time scaling.

Product:
Developed large language model system for Self-evolving agents, GenAI, Accenture AI Refinery Platform Development.

Coding:
I am a Claude certified architect, I code with Claude, Python, vllm engine, langgraph / langchain, Megatron, and other llm engines.

Models:
Qwen, DeepSeek, Gemma, gpt-oss and

position: Visiting Research Scientist

description: I am a visiting scholar at UCSD and lead several projects focusing on multi-modal pre-training, LLM interpretability and self-supervised pre-training using reinforcement learning (RL).

position: Senior Research Fellow/Scientist

company: Qiyuan Lab - Tsinghua University

description:
Research and Product: Multi-model pretraining, Self-supervised learning, Fundamental LLM research,
Teaching: Undergraduates and PhD supervision at Tsinghua University.

position: Senior Research Scientist

description: I worked at JD AI lab, developing machine learning models and large scale self-supervised pre-training architectures, with the goal to improve the deep embedding/features of large scale computer vision models.

position: Postdoctoral Researcher

company: University of Cambridge

description: I worked at the Department of Pure Math and Statistics, developing deep generative models to deal with challenges in medical computer vision tasks.

position: Visiting Scholar

company: Microsoft

description: I visited Microsoft Research Asia. My topics were Deep generative modeling, variational Bayesin inference, Variational autoencoder models.

position: Research Intern

description: I was an intern at Microsoft Research Asia, and I looked into statistical machine learning and variational Bayesian learning techniques. I was supervised by Dr. David Wipf.

description: I was an intern at Microsoft Research Asia. My research topic was sparse coding, deep learning and computer vision. I was supervised by Dr. David Wipf (IEEE Fellow).

content: We are at ICML! Will present our poster on Wednesday 14:30-16:15 at Hall A 2113. Please come and join us!

content:
Excited to share our new ICML paper "Inference Time Optimization with Confidence Dynamics" has been accepted at #ICML2026! 🎉

If you build LLM-powered agents, you've felt this pain: the model confidently hallucinates an answer that's just wrong, and the average token confidence of the trajectory looks just fine, so standard confidence-based thresholding or majority voting all miss it. Intriguingl

evidence_experience: "Research: Self-evolving Agent, Reinforcement Learning, GenAI, Multimodal ... Product: Developed large language model system for Self-evolving agents, GenAI, Accenture AI Refinery Platform Development." - core technical R&D building models/products, no internal KM/IP-reuse/governance ownership described.


Aneeshah Bonner APMF

sourced_title: Data Management Team Lead

about:
As an adept Application/Cloud Support Associate Manager, I have a well-rounded skill set in customer service as well as setting common goals with staff, and honed talents in experience with Innovation and Process Improvement, making me an ideal fit for various Leadership positions and am a recognized expert in being a communicative collaborator.  My previous roles have strengthened my capabilities in critical thinking and time-management, including keen attention to detail and accuracy.
I am energetic in bringing my talents to an employer who seeks to leverage my abilities, talents.

I am skilled in:

Analytical Skills
Interface Control Documents and Documentation
Business Process Design
Agile Project Fundamentals
Master Data Management
Process Optimization
Automation (using robotics)
Change Management
Release Management
Operational Implementation
Operational Standardization Methods

I build lasting, meaningful relationships with co-workers and customers. I work well with others collaboratively and also independently.

position: Data Management / Release Environment Team Associate Manager

position: Data Management Team Lead

position: Sr. Data Management Analyst

position: Sr. Security Administrator/ Analyst

position: Home Depot Corporate Services

company: Home Depot

description: Support Point of Sale, network, and proprietary computing systems to ensure all retail locations could process monetary transactions. Support backup power systems, and servers and telephony systems.

position: Brand Specific Marketing Support

company: General Motors

description: Learn, analyze, and test new and upcoming vehicle types. Provide product support for potential and current GM vehicle Owners. Present vehicles and specifications on a show platform. Provide comparison information on competitive make vehicles. Represent specific GM brands and vehicles at various automotive shows to the general public upon their release.

evidence_experience: "Associate Manager -Data Management/Release Environments/CM NSK @ Accenture" - this is release/configuration management and IT support work, not ownership of a knowledge/IP-reuse/AI function.


Tier'ra Clarke

sourced_title: Scientific Support, Data Manager

headline: Recruiting & Administrative Specialist| Driven by People, Process, and Purpose| Passionate About Inclusive Hiring & Team Growth

about:
With over 10 years of experience supporting federal agencies, local government, and private industry, I bring a strong foundation in administrative management, health communications, and project coordination. For the past eight years, I’ve had the privilege of contributing to the mission of the NIH, where I supported the rare disease community, recruitment efforts, streamlined onboarding processes, and trained staff on evolving policies and systems.

I'm currently expanding my expertise in project management through Johns Hopkins University and have completed specialized training in hiring practices, diversity management, and emotional intelligence. These skills fuel my passion for creating inclusive, people-centered hiring experiences that help teams thrive.

My next goal is clear: to grow into a talent acquisition leadership role where I can combine process improvement with my natural ability to uplift and support others. I’m especially energized by roles that allow me to build relationships, solve problems proactively, and help organizations find the right people for the right roles.

position: Scientific Support, Data Manager

company: Guidehouse

position: Executive Assistant

company: National Center for Advancing Translational Sciences (NCATS)

position: Administrative Assistant

position: Assistant Leasing Manager

company: The Donalds Group

position: Executive Administrator

company: Pacific Institute for Research and Evaluation

evidence_experience: "My next goal is clear: to grow into a talent acquisition leadership role where I can combine process improvement with my natural ability to uplift and support others."

resolved_account_name: Navigant


Judy Ng

headline: Global Financial Services Knowledge Manager at PricewaterhouseCoopers

company: PricewaterhouseCoopers

evidence_experience: Only role listed is Global Financial Services Knowledge Manager at PwC, no further detail provided on scope or ownership.


Sripriya Ramamurthy

sourced_title: Senior Manager - Delivery Excellence - Digital Engagement Practice

headline: Senior Manager/Delivery Excellence/Digital Engagement Practice

company: Cognizant

position: Lead Tower Service Manager

company: Atos

position: SAP Basis Consultant

company: Siemens Technology India

evidence_experience: No About section provided; experience list shows IT service delivery roles (SAP Basis Consultant, Lead Tower Service Manager, Delivery Excellence Manager) with no mention of internal knowledge/AI/governance ownership.


Liam S.

company: Mercer

position: Fixed Income Manager Research Analyst

position: Wealth Management Research

evidence_experience: Progression through Wealth Management Research to Fixed Income Manager Research Analyst to Senior Fixed Income Manager Research Analyst at Mercer - all investment manager research roles, not internal knowledge/AI functions.

resolved_account_name: Mercer Pacific


Jonathon Morris

headline: Content Lead

about: A conscientious Digital Film and Television Production graduate from the University of Wales Trinity Saint David, with a valuable and transferable skill set from experiences in working with international clients in marketing, sales and customer service. Able to multitask, prioritise and impressively communicate both verbally and in writing. Seeking a role that satisfies his creative and long-term corporate passions.

position: Content Lead - Škoda

position: Content Author

position: Telemarketer

company: MC88 Marketing

description: I worked independently in a fast paced work environment, using customer service and sales knowledge.

position: General Assistant

company: EXAPLANT LIMITED

description: Assisting the company during busy periods to deliver landscape design for exhibitions across the country.

position: Facilities Manager

company: Oltec Group Facilities Management

description: Maintaining and up keeping the high hygienic and cleanliness standards of several floors in an office block.

evidence_experience: "Content Lead - Škoda @ Accenture" and "Senior Content Editor - Jaguar Land Rover @ Accenture" - both client-branded content delivery roles, not internal function ownership.


Sam Schleikorn

sourced_title: Manager, Digital Strategy & Technology Transformation

headline: Manager, Digital Strategy & Transformation Consulting at EY

about:
Over 11 years of experience in strategy consulting working across a range of technologies and industries with a primary focus on financial services. Strong experience managing large-scale and complex business and information technology initiatives with an emphasis on delivering innovative solutions and enhancing user experience. Demonstrated ability to build and manage high performing teams and develop strong relationships with senior and executive management.

Specialization in strategy and infrastructure projects and program management in the areas of cloud, resiliency, mobility, end user computing, cybersecurity, network, storage, and IT transformation. Experience supporting M&A transactions and divestitures including post-merger integration and designing future state strategy and operating models.

company: EY

position: Information Technology Intern, Office of the CIO

company: Northwell Health

description: Summer Internship

resolved_account_name: EY ifb


Annette Morgan

sourced_title: Research Manager

headline: Research Manager at PwC

position: Research Manager

company: PwC

position: Business Development Analyst

company: Regus

position: Market Researcher

company: Computershare

band_reasons: qualified_on_lone_title3; low_conf

evidence_experience: No detailed description provided beyond title and dates; "Research Manager @ PwC" with prior roles in market research and business development analysis indicates a research/knowledge-support career track, likely internal to the firm rather than client delivery.

resolved_account_name: PwC Experience Center


Kranthi N

sourced_title: Lead Clinical Data Manager

headline: Salesforce Developer at LMU

position: Salesforce Marketing Cloud Developer

company: LMU

position: Salesforce Admin/Developer

company: Principal Financial Group

position: Software Engineer

company: PUBLIC EMPLOYEES RETIREMENT SYSTEM OF OHIO

company: Cerner Corporation

position: Programmer

company: Rusada India Pvt ltd

band_reasons: disqualified; company_concern; builder

evidence_experience: "Salesforce Marketing Cloud Developer @ LMU (Oct 2019 - Present)" and prior "Software Engineer" roles - all individual-contributor technical building with no function-ownership remit.


Simon Baugh

sourced_title: Senior Editor (part-time)

headline: Freelance Technical Editor

about:
I am a technical editor with more than 15 years of experience in the ICT sector. I now work part-time as Senior Editor for the telecoms consultancy Analysys Mason, and also take on freelance assignments for a range of organisations. I have worked with consultants and software developers on a wide range of written materials, including technical documentation, reports, proposals, presentations, training courses, online articles and marketing material. I have also edited academic articles and books for publishers and charities.

Supplementing my editing and technical writing skills, I have advanced skills in MS Office applications, and over 10 years' experience of creating templates and VBA addins for Word, PowerPoint and – to a lesser extent – Excel and Outlook.

I am accustomed to producing deliverables to tight schedules, and working closely with ICT professionals to deliver documents of the highest quality.

position: Senior Editor (part-time)

company: Analysys Mason

position: Member of editorial team of Cambridge International Dictionary of English

company: Cambridge University Press

description: Responsibilities included commissioning and editing supplementary materials for CIDE (a dictionary for advanced learners of English). This involved working closely with well-known TEFL authors as well as the team of lexicographers.

evidence_experience: "Structural and detailed copy-editing of technical reports, proposals, presentations, online articles and marketing material. Development of VBA tools for MS Office."

resolved_account_name: Allolio&Konrad Consulting GmbH


Ifty Hassan (UK)

sourced_title: Business Transformation Manager


Adri Meurkes

sourced_title: Knowledge manager indirect taxes

headline: Knowledge manager bij PwC Nederland

position: Knowledge manager indirect taxes

company: PwC Nederland

position: Controleur

company: Belastingdienst/Grote ondernemingen

description:
Heffing- / Controlemedewerker Omzetbelasting
Medewerker EDP-audit
Teamcoördinator automatisering

position: Medewerker Planning, Finance, Control

description: Taken: Verzorgen periodieke financiële rapportages, beheer administratieve organisatie en intern controle, ontwikkeling informatiebeveiligings- en calamiteitenplan, bouw en ontwikkeling databasequery's, netwerkbeheer

position: Adjunct Commies

evidence_experience: "Knowledge manager met focus op indirecte belastingen en de btw in het bijzonder. Verzorgen interne en externe berichtgeving met betrekking tot diverse belastingen." - hands-on internal/external tax knowledge communication role, no explicit function-wide ownership stated, long tenure (2001-present) suggests established but individual specialist role rather than leading a team.


Yadira Ramos

sourced_title: Practice Management Lead

headline: Practice Management Lead at Forvis Mazars LLP

about: As a Practice Management lead, I lead the implementation of best practices to improve accuracy, efficiency, and compliance across the firm.  I	Provide operational, administrative, and billing support to the Mid-Atlantic Region. Responsible for improving and overseeing internal firm operations, such as financial performance, client satisfaction, and team development . Developing staff through mentorship and training, and contributing to business development efforts. I train staff, provide performance feedback, and support their professional growth .I multitask well, thanks to my organizational and time management skills, and I welcome the challenge of meeting tight deadlines. I'm also a natural problem solver, always on the lookout for ways to maximize efficiency and provide solutions that benefit the organization. At my previous job, I protected the assets of the company collecting write off , saving the company $$$ over the course of a year. Communicating effectively is another one of my strong suits. I am comfortable dealing with clients.

position: Practice Management Lead

company: Forvis Mazars US

description:
Generate and send invoices, processing and posting payments, reconciling accounts ,resolving billing disputes, and monitoring customer balances, tracking outstanding debts, and following up on overdue payments.
Provide responsive, accurate, and approachable customer service.
 Understand firm wide policies and procedures and ensure conformity and consistency in
 application of guidance across the practice.
 Provide support for practice leadership partners, to include analysis an

position: Practice Specialist II

company: FORVIS

position: Executive Asssitant

company: Dixon Hughes Goodman LLP

description:
Manage and maintain complex calendars and coordinate appointments, meetings and
        conference calls. Ability to work in a fast-paced environment required
	Ensure that meetings, deadlines, deliverables, and other duties are highly organized and timely
	Coordinate complex and detailed travel arrangements including flights, accommodations, and
        other itinerary specifics for Partners through Concur.
	Achieve and maintain high quality in work, client and team relationships.
	Provide res

position: Customer verification representative

company: Southern Company

description:
Verify the identity of new existing customers(residential and commercial)to ensure identity theft not occur
Ensure adequate security is maintained on each account to protect company against loss
Responsible for collecting revenues on final bills and charge off accounts
Follow documented procedures when faxes received to secure customer identity and documentation

position: Customer Service Representative

company: AGL Resources

position: Em program administrator house arrest officer

company: Sentinel Probation

description:
Supervises misdemeanor probationers ensuring their compliance with court mandates by reviewing court conditions, meeting with probationer face to face or via telephone.
Collects court fines and fees.
Reviews multiple reports as required and/or necessary to ensure probationers are being compliant per company policy and/or local office policy.
Prepares and/or collects data for revocation hearing for the appropriate jail or court.
May be required to attend and participate in violation of probation

position: Court services officer

company: Sentine probation

description:
Delivered legal documents from probation officers to Judges Chambers in State and Superior Court and Clerk Offices
Assisted in courtroom procedure during court sessions and trials and write legal document when judges impose sentence. Prepare probationers documents assigning appointments and calculating their payments
Provided translations to defendants, judges, prosecutors and Lawyers
Provided observed drug and alcohol screens to defendants
Coordinates and maintains calendars for lawyers, judg

evidence_experience: "Generate and send invoices, processing and posting payments, reconciling accounts, resolving billing disputes, and monitoring customer balances, tracking outstanding debts, and following up on overdue payments." and "Provide support for practice leadership partners, to include analysis and support for various financial management reports"

resolved_account_name: Forvis Mazars US


Jake Nixon-Kotowicz

sourced_title: Senior Wi-Fi Test Capability Engineer

headline: Senior Wi-Fi Test Capability Engineer at Liberty Global

position: Senior Wi-Fi Test Capability Engineer

company: Infosys

company: Liberty Global

position: Wi-Fi Test Capability Engineer

company: Virgin Media

position: Wireless CPE Test Engineer

position: Field Service Technician

evidence_experience: Career progression: Field Service Technician -> Wireless CPE Test Engineer -> Wi-Fi Test Capability Engineer, all hands-on wireless network hardware testing with no knowledge/AI/governance ownership indicated.

resolved_account_name: Infosys Consulting


Libby Spearing

headline: UKI Healthy Working and Enablement Team Lead at Accenture

company: Accenture

description:
I'm proud to lead a team of Healthy Working Advisors at Accenture, supporting our UKI workforce with tailored adjustments and accommodations that promote healthy and neurodiverse-friendly working environments.

Our management of an online workstation assessment programme is designed to provide ongoing, robust support. Our goal is not only to ensure legal compliance but, more importantly, to empower employees to work comfortably and effectively, with the right tools and adjustments to help them t

position: UKI DSE Team Lead

description: Responsbile for a team of Healthy Working Advisors and for the implementation of a workstation safety training and risk assessment programme for all UKI employees at Accenture.

band_reasons: disqualified; owns_internal_but_killed

resolved_account_name: umlaut company


Nguyen Rose

sourced_title: Global Career Development Manager

headline: Global Career Development Manager at The Boston Consulting Group

position: Global Career Development Manager

company: The Boston Consulting Group

evidence_experience: Global Career Development Manager @ The Boston Consulting Group ( - Present)


Corbet Franzen

sourced_title: IT Knowledge Manager

headline: IT Knowledge Manager

about:
Experienced and knowledgeable information technology professional seeking to contribute training and acquired skills within a help desk support role. Well-versed in Windows Active Directory and utilizing Service Now for Help Desk Support. Knowledge Administrator for the Knowledge Team in Service Now.

Works well independently or in a group setting, providing all facets of computer help desk support such as troubleshooting, installations, and maintenance. In-depth knowledge and understanding of numerous software packages and operating systems. Skilled in providing customer and end-user help desk support. Easily identifies and resolves technical issues and concerns. Excellent communication and presentation capabilities.

position: IT Knowledge Manager

company: Cognizant

position: IT Support Specialist

company: Kohler(TekSystems-Contractor)

position: Consumer And Business Account Manager

company: U.S. Cellular

position: Computer and iOS Specialist

company: Apple

evidence_experience: "Knowledge Administrator for the Knowledge Team in Service Now" and "providing all facets of computer help desk support such as troubleshooting, installations, and maintenance" - describes IT help desk support work, not ownership of an internal knowledge/AI/IP-reuse function.

resolved_account_name: Cognizant Consulting France


Kiran Valiveti

sourced_title: Senior Consultant - Technology Enablement - Java Integration

headline: Senior Consultant

company: Ernst & Young LLP

position: Senior QA Analyst

company: Aptude Inc

description: Worked as QA consultant for various clients like Gainsco Insurance, Dalllas, TX and PENNDOT, Harrisburg, PA

company: Wipro Technologies

description: Worked for British Petroleum, UK client.

position: QA Analyst

company: VisualSoft

description: Worked as QA consultant for clients like Motorola, TOPA Insurance and Liberty Mutual

evidence_experience: "Currently working as Lead QA consultant in Guidewire practice. Served for clients like Bear River Mutual, Zurich Insurance and QBE Insurance till now"


Christine Buttigieg

sourced_title: Portfolio Manager, IT Services

headline: Portfolio Manager, IT Services at Ernst & Young

about: Portfolio and Program Senior Manager leading a team of Global Project Managers and Business Analysts working on large global infrastructure and development projects.   Budget management and control.

position: Portfolio Manager

company: Ernst & Young

position: Portfolio Manager, IT Services

position: Senior IT Network Manager

company: RBS Markets & International Banking

position: IT Support Manager

company: Civil Aviation Authority

position: Support & Operations Manager

company: BBC


Philip B.

publicIdentifier: philip-niclason

sourced_title: AI Lead

headline: AI Lead at Rote Consulting AB

position: AI Lead

company: Rote Consulting AB

position: Egen företagare

company: Breitenau Consulting AB

position: Utbildningschef

company: Svenska Kryssarklubben

position: Project Manager

company: Swedish defence materiel

position: Operations Officer

company: Försvarsmakten

disposition: WEAK

band_reasons: weak_title2_only; ie_unclear; low_conf; company_concern

evidence_experience: No experience description provided beyond title and dates; prior roles (Operations Officer at Försvarsmakten, Project Manager at Swedish defence materiel, Utbildningschef at Svenska Kryssarklubben) show no knowledge/AI/IP-reuse function ownership.

resolved_account_name: Rote Consulting AB


Edward Potts

sourced_title: Manager Data Governance

headline: Manager at EY

position: Manager Data Governance

company: EY

position: Global Master Data Steward

company: Ornua

position: Interim Master Data Manager

position: Evolve Master Data Assistant

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: Prior roles are Master Data Steward/Manager at Ornua (a dairy co-op, not a consulting client), suggesting a data management career track, but current EY role's scope (internal firm data governance vs client data governance advisory) is not described.


Maria Rastrepkina

publicIdentifier: maria-rastrepkina

sourced_title: Data&AI Transformation Manager

headline: Data & AI Transformation Manager

position: Data&AI Transformation Manager

company: Accenture

band_reasons: disqualified; ie_unclear; low_conf

evidence_experience: No About or detailed experience narrative provided beyond the title and dates; assumed client-facing Data & AI transformation consulting typical of Accenture's Data & AI practice.


Sarah Conklin

headline: Research Manager - ICF

position: Research Manager

company: ICF

position: Research Consultant

company: Research Core Consulting

description:
• 	Research methods consulting
• 	Database development
• 	Instrument development
• 	Data analysis
• 	Quantitative methods
• 	Qualitative methods
• 	Manuscript and publishing consulting services

position: Population Health Data and Evaluation Supervisor

company: Virginia Department of Health

description:
•	Supervise population health survey coordinators who collect, analyze, and report state, health district, and local level data for surveillance and health improvement purposes
•	Supervise epidemiologists and evaluators who provide support to prevention programs such as chronic disease, injury and violence, and tobacco control
•	Provide ongoing technical assistance regarding epidemiological methods, statistical analysis and reporting, surveillance, and evaluation
•	Review data requests, internal

position: School Health Survey Manager

description:
•	Manage a CDC grant funded statewide surveillance system of school-based health surveys, including sampling and data collection procedures
•	Oversee and conduct the design and use of databases for analysis of health problems and school-based health policies and activities
•	Organize internal and external steering committees to develop state specific protocol and public health issues to be monitored
•	Supervise external contracts and employees who assist with data collection and analysis
•	Dis

position: Research Assistant

company: Virginia Commonwealth University

description:
Researched best-practices for healthy lifestyle interventions, professional development for health and science teachers, and writing motivation for K-12 students
Analyzed quantitative and qualitative data from longitudinal and cross-sectional research studies
Collaborated with local school districts to facilitate research projects
Supervised a research team of undergraduate and graduate students

position: Adjunct Professor

description:
Instructor of Record, Advanced Educational Psychology
Co-Instructor On-line Advanced Educational Psychology
Teaching Assistant, Research Methods in Education

evidence_experience: "Supervise population health survey coordinators who collect, analyze, and report state, health district, and local level data for surveillance and health improvement purposes"

resolved_account_name: PulsePoint Group (now ICF Next)


Elizabeth Williams

sourced_title: Delivery Enablement Manager


Jasjeet (Simmi) Singh

sourced_title: IT Program and Transformational Lead, Technology Support Enablement

headline: IT Program and Transformational Lead

about:
Results-driven program manager with extensive project management experience in leading complex IT projects, deployments, improving customer experience, infrastructure upgrades, and business transformational projects. Proven ability to manage budgets, timelines, resources, and stakeholders to achieve successful program outcomes. Consistently recognized as a top performer.

Adept at driving technology transformation through collaboration with outside teams, empowering end users, fostering creative problem solving, operational efficiency, and bringing consistency in processes to meet objectives.

Demonstrated leadership skills while overseeing various projects and mentoring new hires.

Specialties: Global complex program delivery, improve customer satisfaction, introduce new offerings in-compliance with Security and Legal requirements with focus on risk management and infrastructure deployments.

description:
Leading business transformational activities for Technology Support Team across various workstreams pertaining to tools, processes, operational efficiencies and data analytics
Increased Tier 2 support team capacity by 10% by standardizing processes and identifying work to be handled by users and Tier 1 group.
Oversaw five workstream leads, managed team priorities, and ensured stakeholder alignment.
	Hired and onboarded 4 team members, grew the team from 2 to 6.

position: IT Project Manager, Analytics Dashboard for Technology Support

description:
Developed a new dashboard that saved over 4000 person hours/year, enabling data driven decision making.
Translated business requirements to technical options. Received approval from senior management for the recommended approach, to delivery using agile methodology

position: IT Program Lead, Browser and Operating System Management

description:
Led a high-performing team of 11, including three project leads, to ensure up-to-date security protocols, data privacy regulations, and EU Transfer Impact Assessments are implemented.
Spearheaded Linux rollout resulting in two successful upgrades within ten months,  a 50% reduction in the typical deployment timeframe.
Successfully managed Windows 11 proof of concept roll-out encompassing 750M workstations.

position: IT Program Manager, Adobe Creative Cloud and Adobe Sign

description:
Introduced Adobe Creative Cloud and Sign as new offerings to Accenture’s 750M users focusing on customer experience.
Spearheaded recovery process over $13MM with less than 1% variance, meeting adoption targets set forth by senior product managing director.
	Enabled automated request process for Adobe Creative Cloud and Sign via ServiceNow bringing consistency, efficiency, and process standardization.
Rolled out a new ‘user authentication determination process’ for multi-factor authentication fo

position: IT Program Manager, Enabling and Mobilization of Google G-Suite platform applications

description:
Managed a team of nine people with six workstreams leads to successfully align G-Suite applications with Accenture’s rigorous security standards.
Facilitated a smooth transition for two acquisitions by proactively solving their G-Suite integration challenges.
Prioritized G-suite applications for security review based on business needs and vendor (Google) inputs.
Spearheaded and streamlined Google apps automated request process via ServiceNow, improving efficiency by integrating a complex licens

position: IT Project and Deployment Manager

description:
•	Managed a diverse portfolio of infrastructure projects with varying complexities, scope, and duration. Successfully delivered projects like,
o	‘Microsoft Office 365 analyses’ to meet Accenture’s security standards.
o	‘Cisco Unified Communications Manager (CUCM)’ upgrade to ensure consistency in hardware, software, and processes. Managed a team of 45 people.

position: IT Design and Testing Lead

description:
•	Led design and testing of VoIP implementation.
•	Established a systematic test data archival process, reducing execution prep-time by 30%.
•	Increased team capacity by 25% through cross-training initiatives.

evidence_experience: "Leading business transformational activities for Technology Support Team across various workstreams pertaining to tools, processes, operational efficiencies and data analytics" and "Led a high-performing team of 11...to ensure up-to-date security protocols, data privacy regulations, and EU Transfer Impact Assessments are implemented" - this is ownership of Accenture's own internal IT/security/governance function across a multi-year career, managing teams and workstreams (G-Suite security review, browser/OS security compliance, MFA rollout) for Accenture's own 750,000+ workforce, not for external clients.


Andrea Hill

sourced_title: Senior Editor

headline: Senior Editor, Bilingual QA Specialist

position: Senior Editor

position: Freelance Editor and Writer

company: Self-Employed

position: Technical Production Editor

company: American Psychological Association

position: CASE Books Publishing Associate

company: COUNCIL FOR ADVANCEMENT AND SUPPORT OF EDUCATION

content: Just wanted to share!  https://lnkd.in/eDK4_JyX

evidence_experience: Career history consists entirely of editing/writing/production editing roles (Senior Editor @ ICF, Freelance Editor and Writer, Technical Production Editor @ APA, CASE Books Publishing Associate) with no mention of knowledge management, AI, IP reuse or governance ownership.


Jeanette Morgan

sourced_title: Capability Development Manager

headline: Capability Development Manager at Accenture

position: Capability Development Manager

evidence_experience: No description provided beyond repeated title "Capability Development Manager @ Accenture" with no dates or detail.


Chenjun Wu

publicIdentifier: chenjunwu

sourced_title: Client Insights Manager

headline: 客户关系经理

position: Client Insights Manager

company: 普华永道

position: CRM Manager

company: 华为

position: Account Executive

company: Golin

position: Gallery Assistant

company: Christie's

evidence_experience: Account Executive @ Golin: 'Responsible for managing public relations of Texas instruments in China' - a client-facing PR/comms role, and CRM Manager @ Huawei is a customer relationship management role, not internal knowledge/AI ownership.


Darcy Ferguson

headline: Delivery Capability Operations Associate Manager at Accenture

evidence_experience: No experience description provided beyond title and employer.


Ipsita Mohanty

publicIdentifier: ipsitamohanty

sourced_title: Master data Management Architect and Manager

headline: Master data management Architect and Project Manager at Cognizant UK

about:
Ipsita Mohanty has around 9 years of experience in IT industry as a Software Engineer at Satyam Computer Services Ltd, Tata Consultancy Services,IBM India Pvt Ltd Bangalore. During training she was trained in Operating Systems, RDBMS, Web Programming (HTML), Software Engineering and Data Structures Algorithm, .NET technologies. She is good in
•	Informatica 8.6,9,OBIEE,Cognos,Datawarehouse.
•	SQLSERVER 2005,SQLSERVER 2008,Teradata,PL/SQL

She has worked extensively in Informatica, SQL database,PL/SQL ,Teradata and DataWarehouse,SAP PM. She is competent enough for business analysis, people management, development and people development .She is having very good communication skill, team building capacity and adaptability.

company: Cognizant

position: IT manager

company: Honeywell

position: Technical Project Manager

company: IBM India Private Limited

description: Project Management,staffing,Involve in Technical design ,coding and testing

position: Senior Technical Consultant

company: Tata Consultancy Services

description: Working as tech lead involved in every stage in SDLC Project Life cycle.

position: Etl Developer

company: Mahindra Satyam

description: We are handling one of the PPP clients Microsoft Finance IT (AIT-FIT). The FIT constituent seven portfolios which in turn categories like TTA – Tax, Treasury and Audit, FCOPS – Finance and Compliance application, PHOPS – Pay and Headcount tools, CSIT – Corporate Services and CSPA – Planning and Budgeting etc. We are providing application support for all the applications related to MS Internal Finance Department. We maintain production and pre-production servers of MS Finance domain.

evidence_experience: Technical Project Manager @ IBM India Private Limited: Project Management, staffing, Involve in Technical design, coding and testing; Etl Developer @ Mahindra Satyam: providing application support for all the applications related to MS Internal Finance Department


Young Zeng

sourced_title: Enterprise Data Management Tech Lead

headline: Enterprise Data Management Tech Lead at Accenture

about:
• Extensive data analysis experience and creating high performance Business Intelligence (BI) and MDS systems

• Many years of experience as a data architect, database designer, senior database administrator and data management specialist

• In-depth knowledge of SQL Server and database development

• Managed a global team in design, development, and deployment of initiatives

• Developed work plans and detail deliverables to ensure all deliverables were met milestone

Specialties: • Master Data Management • Data Mart/Warehouse • Data Integration • Data Modeling

position: Enterprise Data Management Tech Lead

company: Accenture

position: Data Service global team lead

position: Development Support Team Lead

position: Sr. DBA and DBA Cell lead

description: Database Administrator/Cell Lead. Coordinated design, build and test of the databases. Manage data requirements and database model. Developed stored procedures to optimize the performance of operational database processes, reduce execution time from minutes to seconds. Work with front end developers to address potential performance issues in an early development phases.

position: Data Warehouse Consultant

company: Motorola Mobility

description: Successfully designed, developed and implemented a Feature Profile Data Mart for Maxim Group’s client Motorola Inc, GSM organization. Completed a logical model with star schema design based on client’s requirements.  Developed ETL packages to extract data from OLTP Oracle database into OLAP data warehouse

position: Senior Data Warehouse Specialist/Database Administrator

company: Alltel

description: Developed and implemented a Data Warehouse for the Decision Support System (DSS).  Worked with strategic marketing manager to develop customer segmentation model that provided executives with important insight about customers, products, marketing campaigns and business operation effectiveness

band_reasons: disqualified; ie_unclear; builder

evidence_experience: "Managed a global team in design, development, and deployment of initiatives" and "Successfully designed, developed and implemented a Feature Profile Data Mart for Maxim Group's client Motorola Inc, GSM organization."


Maria Davis

sourced_title: Workplace Knowledge Enablement Team Lead

headline: Training & Development Sr. Specialist at Accenture

position: Training Sr. Specialist

position: Facilities & Services Manager

evidence_experience: "Training Sr. Specialist @ Accenture" and "Facilities & Services Manager @ Accenture: Managed a large group of support personnel." No description of knowledge/IP-reuse, AI adoption, or governance ownership.


Nicholas Ma

sourced_title: Digital Transformation GTM Senior Manager

headline: Manufacturing Digital Transformation Specialist at Accenture

position: Sr.Digital Transformation Client Partner

company: Fujitsu

evidence_experience: "Leads the go-to-market for Accenture's Industrial X Digital Manufacturing Transformation practice, focusing on the Industrial, A&D and Automotive industries."


Ryan Dempsey

sourced_title: Middle Office Practice Lead

headline: Middle Office Practice Lead - Financial Risk Management

position: Middle Office Practice Lead

company: Milliman

company: The Northern Trust Company

evidence_experience: Middle Office Practice Lead @ Milliman; Sr. Analyst - Asset Management - Front Office Support @ The Northern Trust Company

resolved_account_name: Milliman UK


ANDRES ARELLANO

headline: ECM SME / Technical Leader / Senior Engineer

about: Mr. Arellano has an overall IT experience of 21 years including 18 years of experience in architecture and business analysis, ECM systems, Systems Integration with ERP´s, SOA applications and Java Development. His experience includes development of java applications and services for ECM platforms like EMC2 Documentum, Oracle Webcenter Content and IBM File Net. He has served as senior consultant, senior business analyst and technical leader for Content Management solutions (capture&scanning - management&security - delivery&integration) and is currently a member of the Architecture Team focused on delivery Cloud-based solutions. Architecture design and implementation, collaborating with clients in the banking, energy, oil&gas, government, consumer, entertainment and education sectors.

company: Infosys

position: Documentum Technical Leader

company: CEB UCLA (Continuing Education of the Bar)

description:
CEB’s Documentum Platform is constituted by the Content Server, WDK applications (XCD and WCD) and xPlore index Server. The project considers the performance tuning for the whole platform, configuration of the search engine, maintenance to the WDK applications and the design and implementation of a security structure based on roles, groups and permissions in order to allow re-usability inside virtual documents.
Performance tuning of the platform, migration to 64-bit platform, production support,

position: Senior Consultant

company: Deloitte

description:
Senior Consultant for PMO support on continuity and transition of technology services (Divestiture Strategy)
Proposal development for giving solutions to customers in several sectors, from the analysis of customer requirements, implementation of methodologies ECM / WCM / EIM, assessment plan, design of specialized strategies and evaluation of technologies applied to specific customer problems.
Formal training of EMC2 Documentum platform, together with EMC2. Includes scanning software, specialize

position: Information Specialist III (Sr)

company: Hewlett-Packard

description:
Technical Leader in implementation of content management solutions that runs from the digitization of content, administration, retention and disposal and compliance with laws, regulations and policies.
Technical Environment: HP’s methodology and documentation (CMMI Level 3 compliance). Enterprise Content Management tools. EMC2 Documentum, Java Server Faces, Struts, Hibernate, XML

position: Head of IT Department

company: INEA

description:
Overall project management and human resources management, information technology, public procurement of software, hardware, computer services and telecommunications.

• Project leader. Analysis and System Design.
• Project Integration. Scope. Human resources Management. Process analysis.
• Solution Design for System Development.
• Personnel Directorate. Management and delegation of tasks.
• Bidding processes management.

position: ECM Consultant

company: Sictel

description:
Support and maintenance of digital assets. Maintenance and development of enterprise content management tools, especially issues of database performance, sql queries maintenance, connection pooling, reporting and general configuration of the web application media management application.

• Method Development in JAVA language: Workflows handling, documents and connections (JDBC) with Java. XML document serialization, Overloading/Overriding (SBO, TBO).
• Framework FOP, JDOM, DOM, XALAN, DFC, COLLE

evidence_experience: "Enterprise Content Management Technical Leader at Bank Institution (Client)" and "collaborating with clients in the banking, energy, oil&gas, government, consumer, entertainment and education sectors" - purely client-delivery technical work with no internal function ownership.


Rachel Schmell Duftler

sourced_title: Manager of Professional Development

headline: Manager of Professional Development

position: Manager of Professional Development

company: McKinsey and Company

evidence_experience: Only one role listed with no description beyond the title itself; no mention of knowledge management, IP reuse, or AI adoption.

resolved_account_name: McKinsey New Ventures (part of McKinsey & Company)


Stephanie Henwood

sourced_title: Business Transformation Manager

headline: Business Transformation Manager

about:
I’m a healthcare operations and business transformation professional with more than a decade of experience improving claims performance, optimizing workflows, and leading automation initiatives. My career has centered on solving operational challenges — from redesigning claims processes to coordinating RPA solutions that streamline work at scale.

I specialize in bridging the gap between business needs and technical execution. Whether I’m conducting root cause analysis, gathering requirements, partnering with analytics teams, or modernizing legacy processes, I focus on creating solutions that reduce costs, improve accuracy, and enhance the member and provider experience.

I’ve led high‑performing teams, built SOPs from the ground up, and managed complex issue‑resolution pipelines using tools like Facets, QNXT, ServiceNow, and SQL. I’m energized by cross‑functional collaboration and thrive in environments where continuous improvement, compliance, and operational excellence are top priorities.

I’m always looking for opportunities to drive meaningful change in healthcare — especially where technology, process, and people intersect.

position: Business Transformation Manager

company: Cognizant

position: Claims Team Manager

position: Claims Processor

evidence_experience: "healthcare operations and business transformation professional with more than a decade of experience improving claims performance, optimizing workflows, and leading automation initiatives" and "redesigning claims processes to coordinating RPA solutions"


Frank Lehmann

sourced_title: Manager IT-Services

headline: Qualität ist wenn der Kunde zurückkommt und nicht das Produkt

position: Manager IT-Services

position: Unternehmensinhaber

company: Lehmann Computer Service

position: EDV-Betreuer

company: Daimler AG

description: EDV Betreuung

content: DM tauscht beim Marktumbau ihre Fotostationen von Kodak aus. Wir sind dabei und wirken beim Rollout mit.

evidence_experience: Unternehmensinhaber @ Lehmann Computer Service: "Vertrieb Hard-/Software ITK-Systeme Netzwerke Windows Server"; EDV-Betreuer @ Daimler AG: "EDV Betreuung" - both pure IT support/hardware/network work.