Lee Morrow

publicIdentifier: hireleemorrow

sourced_title: Senior Engagement Manager, Digital Strategy & Transformation

headline: Senior Engagement Manager

about:
I am a personable and pragmatic Technical Delivery Leader and Consulting Senior Manager with deep experience leading advanced cross-functional teams through complex digital transformations. With 15 years of experience, I specialize in Agile SDLC orchestration,  strategic business development, and  PMO / consulting practice operations.

My philosophy is that through authentic, mutually beneficial partnerships and the thoughtful implementation of technology, we can unlock organizational efficiency, drive product innovation, and vastly improve the wellbeing of our clients, customers, and communities

TECHNICAL PROGRAM DELIVERY & LEADERSHIP

- 15+ years of experience guiding advanced cross-functional teams through complex technical deliveries
- Provide executive-level oversight and portfolio management for high-stakes digital transformations.
- Drive operational excellence through high-fidelity reporting on portfolio health, P&L financials, and capacity forecasting.
- Mentor delivery teams, serving as a strategic escalation point and career guide for Project/Program Managers, Engineers, Business Analysts, and Designers
- Advanced proficiency in Scaled Agile (SAFe), Kanban, and Scrum frameworks; leveraging data-driven metrics (Velocity, Throughput, Burndowns) to optimize team performance.

BUSINESS DEVELOPMENT & PRE-SALES ARCHITECTURE

- Partner with C-suite executives and domain experts to diagnose systemic pain points and define future-state technical roadmaps.
- Lead and present comprehensive proposals encompassing technical solutioning, delivery frameworks, resource optimization, and risk-mitigation strategies.
- Lead end-to-end pursuit management, from RFI/RFP response to complex contract negotiation and team mobilization.

MULTIDISCIPLINARY SECTOR EXPERTISE

FinTech •

position: Senior Engagement Manager

company: Amazon Web Services (AWS)

company: Logic20/20, Inc.

description:
Senior program authority across a $10M+ digital transformation portfolio spanning cloud migration, platform engineering, and OSS/BSS modernization across regulated industries. Embedded at the executive level, translating business strategy into technical roadmaps and driving engineering delivery across energy, utilities, and enterprise software clients.

- Maintained on-time, on-budget delivery across a multi-engagement cloud and platform portfolio in compliance-driven environments where schedule

position: Delivery Manager, Product and Platform Engineering

company: Accenture

description:
Managed a $30M platform engineering portfolio across four distributed engineering pods within Accenture's Global Delivery Network. Accountable for delivery governance, platform stability, and account growth across healthcare, financial services, and enterprise SaaS verticals.

- Scaled delivery governance across a four-pod, multi-geography engineering organization, standardizing reporting and release practices that reduced cross-team friction and improved throughput.

- Qualified and closed $2M+

position: Principal Engagement Manger

company: Headspring, LLC. (Acquired by Accenture in November, 2021)

description:
Lead delivery owner of custom software engagements at a Texas-based .NET consultancy, managing agile teams across the full engagement lifecycle from proposal through closeout across healthcare, financial services, and public sector clients.

- Delivered 10+ enterprise software projects on-time and on-budget over 3.5 years across healthcare, financial services, and public sector

- Generated $1.5M+ in expansion revenue across 6+ accounts by identifying platform gaps and converting delivery trust

position: Senior Technical Project Manager

company: Morgan, Lewis & Bockius LLP

description: Embedded TPM within the enterprise IT PMO of a Global 100 law firm, leading network infrastructure, identity management, and endpoint security programs across 22 countries and 10,000+ users in a zero-tolerance reliability environment.

position: Technical Project Manager

company: Comcast

description: Managed delivery of mission-critical BSS/OSS platforms for Comcast Business's enterprise division, overseeing order management, provisioning, and billing systems for 18,000 internal users while leading one of the division's first large-scale Agile transformations.

evidence_experience: "Embedded at the executive level, translating business strategy into technical roadmaps and driving engineering delivery across energy, utilities, and enterprise software clients." and "Managed a $30M platform engineering portfolio across four distributed engineering pods within Accenture's Global Delivery Network... across healthcare, financial services, and enterprise SaaS verticals."

resolved_account_name: Logic20/20, Inc.


Laura Roisin

publicIdentifier: lauraroisin

sourced_title: Consumer Products Industry Manager, EMEA Research and Data Services

headline: Consumer products industry manager, Research and Data Services

company: Bain & Company

end: Present

position: Lead, Information services

position: Senior information specialist, EMEA information services

position: Information Specialist

position: Junior Information Researcher

position: Document management officer

company: AXA Bank Belgium

position: Information services assistant

disposition: STRONG

primary_strip: C

internal_vs_external: internal

band: clear

evidence_experience: Consistent career-long progression entirely within Bain's internal Information/Research Services function, culminating in a management role over EMEA Research and Data Services for the Consumer Products industry practice - this is internal knowledge/research management supporting Bain's own consultants, not client-facing delivery.

resolved_account_name: Bain & Company Inc.

in_612: yes

in_575: no

suppressed: yes


Siham TAMRI

sourced_title: Consultante Senior en transformation digitale

headline: Consultante Project Manager | Expérience Client & Transformation Digitale

about: Forte de près de 10 ans d’expérience, je pilote des stratégies omnicanales à l’intersection du marketing, du produit et de l’expérience client. J’interviens sur des projets Web, App, CRM de la définition de la stratégie à l’exécution opérationnelle, en coordonnant des équipes pluridisciplinaires (marketing, IT, data, agences) et en pilotant par KPIs de performance et d’expérience client (trafic, adoption, satisfaction, conversion).

company: Square Management

position: CRM Loyalty Project Manager

company: Groupe Clarins

description:
- Audit CRM international pour optimiser le programme relationnel (timing d'envoi, suppression de triggers, offres promotionnelles …)
- Réalisation de recommandations locales pour les pays ayant déployé le programme relationnel global, soit 20 pays répartis en 4 régions (APAC, AMER, FGM, EUROPE)
- Définition d’une stratégie CRM omnicanale pour le lancement de l'application mobile dans différents marchés, incluant le choix des offres et l’adaptation du plan relationnel (email, push notification,

position: Product Manager Agile E-commerce

company: SYSTEME U

description:
- Montée en responsabilités naturelle après une mission réussie en tant que Product Owner
Promue au rôle de PM pour reprendre un projet stratégique (site Magasins U, app mobile, Espace Client, Store Locator) à fort enjeu métier, dans un contexte de transition.
- Cadrage, vision transverse et pilotage de la roadmap globale, en garantissant alignement stratégique, qualité des livrables et respect des délais.
- Coordination multi-squads et animation de la gouvernance projet avec les sponsors, métie

position: Product Owner Agile E-commerce

description:
- Responsable de la vision produit sur un périmètre stratégique (Espace Client et Store Locator) sur les sites internet et applications mobiles de Coopérative U
- Pilotage de la roadmap, arbitrage des priorités et coordination transverse entre les équipes métier, tech et partenaires.
- Animation des rituels agiles pour maximiser la valeur délivrée.
- Posture de leader facilitateur, orientée impact utilisateur, cohérence digitale et alignement business.

position: Chef de projet marketing digital

company: La Poste Groupe

description:
- PO transverse sur les parcours clients virements des marchés particuliers et professionnels (sur tous les canaux : application, site web)
-Enrichissement CX des parcours de virements (rédaction règles de gestion, wireframes et recette bout en bout) : déploiement de la gratuité des virements instantanés à tous les marchés, élargissement du virement permanent au marché professionnel et mise en place d'une option de gratuité de frais à l'étranger.
-

position: Digital Specialist

company: AstraZeneca

description:
- Refonte et Implémentation de la roadmap digitale de l'entité (par produit )
- Mise en place d'une organisation agile pour une équipe métier (avec rôle de Scrum Master et PO)
- Accompagnement des équipes Marques sur la construction d'un profiling digital des professionnels de santé (et interlocuteur du prestataire externe de Data Science)

position: Chef de projet Marketing E-Parcours

company: ENGIE

description:
Transformation digitale des parcours clients
•	Refonte du parcours de vente selfcare sur le site digital
•	Mise en place de parcours utilisateur ENGIE (vendeurs et conseillers)
•	Cadrage d’un projet d’alerting rdv et de relance client
•	Intégration d'un dispositif de relance commerciale pour améliorer la transformation
•	Adaptation des parcours pour une gestion multi et cross-canal de la demande client
•	Suivi de la performance des parcours clients du pilote à la généralisation
•	Interlocuteu

position: Chef de projet Processus Marketing

description:
Pilotage du process de vente
•	Construction d’un tableau de bord de pilotage du processus en collaboration avec l’équipe Business Intelligence pour le suivi de la performance, la qualité et la satisfaction sur tous les canaux de ventes
•	Suivi et mise en place de process pour l'intégration des nouveaux canaux de vente
•	Run : Animation d’une instance mensuelle, analyse des anomalies/erreur métiers et suivi du plan d’action en interface avec les autres équipes

Autres missions : Suivi audit

disposition: DISQUALIFIED

internal_vs_external: external

role_nature: other

evidence_experience: "J'interviens sur des projets Web, App, CRM de la définition de la stratégie à l'exécution opérationnelle, en coordonnant des équipes pluridisciplinaires" - all roles listed (Clarins, Systeme U, La Poste, AstraZeneca, ENGIE, EDF) are client-side project/product management engagements, none describe ownership of the consulting firm's own internal knowledge or AI function.

resolved_account_name: Square Management Luxembourg

in_575: yes

suppressed: no


Anna Lang

publicIdentifier: anna-lang

sourced_title: Operations and Transformation Manager

headline: Experienced Operations & Project Manager | Passionate People Leader & Learning & Development Expert | Driving Excellence in PMO and Fostering employee development

position: Operations and Transformation Manager

company: McKinsey & Company

description:
Manager, Client Capabilities Network (CCN)

Managing the transformation office for Gen AI CCN:
- Overseeing the planning, execution, and monitoring of diverse workstreams as the PMO, including strategy execution and product builds
- Driving cross-functional problem-solving sessions and periodic steering committees across workstreams ensuring alignment and strategic decision-making

Developing and implement effective change management strategies, delivering clear, targeted messaging and ensuring

position: Head of PMO - Operational Excellence; Learning & Development Lead; Chief of Staff Office

description:
Manager - Client Capabilities Management; Manager - Practice Management Function; Specialist - PMF

Leading extensive process optimization and transformation programs (PMO)
- Developing a long-term global strategy for optimizing and advancing core processes
- Project portfolio management, including planning and managing resources, as well as continuous review and reevaluation of risks
- Systematic coaching of an international team of project managers in planning, executing, and controlling indiv

position: Project Manager and IT Product Owner

description:
Specialist, Agile Practice Support/Client Services - Global Industry Operations & People Agenda

Design, project management, and implementation of global internal databases (IT Product Owner)
- Creating and presenting business cases: determining product requirements, ensuring product value to the organization, and assessing technical and economic feasibility
- Technical integration of skills taxonomies; defining and creating complex expertise and skills taxonomies across multiple departments and

position: Operations Specialist

description:
Practice Operations Specialist/Coordinator Global Energy & Materials

Reporting/Controlling
- Creating comprehensive standard reports and supporting ad hoc requests
- Tracking relevant KPIs and OKRs
Orchestratrion of professional development discussions
Project management
Event- and conference management

position: Assignment Advisor - Professional development support

description:
Assignment of projects within the Energy, Chemicals, Oil & Gas, and Public Sector
Professional development support
Advisor to Partners and Junior-consultants
Counseling of interns
Development and tracking of relevant people metrics

position: Executive Assistant

description:
Point of contact between the executives and internal/external clients
Project coordination, maintenance of confidential records, and cross-cultural communication
Diary Management, organization of business trips, meetings, and events
Preparation of quotations, invoices, and presentations

position: Managing Partner

company: Artefacta GmbH

description:
Property management and business administration
Payroll and financial accounting

company: WACKER

primary_strip: B

evidence_experience: "Managing the transformation office for Gen AI CCN: Overseeing the planning, execution, and monitoring of diverse workstreams as the PMO...Driving upskilling, adoption and best practices" and prior role "Leading extensive process optimization and transformation programs (PMO)...Developing a long-term global strategy for optimizing and advancing core processes"

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


Manju Nair

sourced_title: Senior Data Manager

headline: Senior Data Manager at Milliman

position: Senior Data Manager

company: Milliman

position: Sr. Manager, Data Analytics & Reporting

company: Centene Corporation

position: Manager, Data Analytics & Reporting

position: Sr.Data Analyst

internal_vs_external: unclear

band: review

band_reasons: disqualified; ie_unclear; builder

evidence_experience: Progression: Sr. Data Analyst -> Manager, Data Analytics & Reporting -> Sr. Manager, Data Analytics & Reporting @ Centene Corporation, then Senior Data Manager @ Milliman - no description of internal knowledge/IP-reuse/AI-adoption ownership, just data analytics/reporting management.

resolved_account_name: Milliman UK


Jaime Gavazzi

publicIdentifier: jaime-gavazzi

sourced_title: Senior On-Call Editor

headline: Scientific and Technical Content Writer/Editor: Health, Medical, and Regulatory

about:
As the writer and editor for a medical communications/biopharmaceutical solutions organization, a medical data analytics company, a consulting firm specializing in global solutions, literary publications, an education company, and a federal government agency, I have helped organizations develop procedure manuals and department editorial guidelines while assisting with document creation and production. I've been instrumental in promoting quality assurance in editorial departments and setting a standard for subsequent writers and editors to succeed. I have an extensive background in English language standards and document production software.

In these positions, I have proven my willingness to assist teams in producing quality documents that adhere to strict editorial and design principles. I perform editing and quality assurance for pharmaceutical documents and training materials, and I I have conducted extensive medical research on drugs, biologics, and medical devices to compile bulletins for clients after attending FDA advisory committee meetings and workshops. I have several articles published in a peer-reviewed journal and have written numerous internal blog posts for Clarivate regarding updates in drug and device development. My background in regulatory research, both in aviation and in the medical industry, has provided me with a foundation for understanding regulatory language and law.

position: Senior On-Call Editor

company: ICF

description:
* Conduct proofreading, copyediting, and substantial editing for proposals and business development materials for ICF’s Enterprise Proposal Center covering global health issues, environmental planning and conservation, transportation, pandemic preparedness and response, cyber security, marketing, racial equity, program evaluation, infectious diseases, disaster management, energy efficiency, and more
* Edit documents for consistency in style, voice, word usage, grammar, spelling, punctuation, and

position: Editor

company: Syneos Health Learning Solutions

description:
* Edit and provide quality assurance for scientific and marketing content within the biotech industry for clarity, accuracy, and consistency according to AMA style and client/house style guides
* Fact-check claims and data against reference materials and validated sources
* Adapt tone and style for diverse audiences, from scientific experts to general readers
* Collaborate with subject matter experts and cross-functional teams to confirm accuracy

position: Contract Editor/Curriculum Developer

company: Covista

description:
* Review bachelor's, master's, and PhD course materials in business, education, nursing, etc., for education establishment that caters to multiple universities using course textbooks as references
* Edit syllabi, course descriptions, bibliographies, and additional media materials in accordance with APA guidelines and in-house style manual
* Implement changes using Word’s track changes feature, noting comments to course designers regarding outstanding permissions issues and Blackboard notations,

position: Principal Content Editor/Writer (Medical/Regulatory)

company: Clarivate

description:
* Attend and report on FDA advisory committee meetings and public workshops
* Primarily assigned to cover meetings focused on oncology products, vaccines, medical devices, gene therapies, AI/ML, software as a medical device, and diverse patient populations in clinical trials
* Prior to meetings, use Clarivate’s subscription-based Cortellis products, FDA and sponsor briefing documents, the FDA’s website and databases, ClinicalTrials.gov, medical journal articles, and pharmaceutical and medical de

position: Technical Writer

company: QED Consulting, LLC

description:
* Provided support and directives management expertise to the FAA Office of Accident Investigation and Prevention, Safety Management and Research Planning Division (AVP-300)
* Conducted major revisions of FAA Safety Management System (SMS) orders with FAA aerospace engineers to bring directives up to current safety standards as designated by the Safety Management team
* Prepared materials for AVP-300 staff meetings and presentations such as kickoff briefings, meeting notes, proposals, work plans

position: Contract Editor for HCB Health

company: Paladin

description:
* Edited brochures, pamphlets, PowerPoint presentations, and other medical marketing materials using AMA style
* Conducted quality assurance reviews on final PDF proofs of medical marketing materials to ensure all editorial changes have been implemented

position: Technical Writer I/Intermediate Writer/Editor II

company: WOOD Consulting Services, Inc.

description:
* Formatted and edited documents by assigned deadlines for the Federal Aviation Administration’s Flight Standards Services Division, including creating and modifying figures and tables
* Prepared orders, notices, advisory circulars, handbook changes, and operations specifications that met Federal standards, Plain Language guidelines, 508 compliance, and GPO guidelines
* Performed research to verify references and acronyms within documents to those currently established by the FAA or the Federal

position: Writer/Editor

company: America Star Books/PublishAmerica

description:
* Wrote full-page reviews and book proposals to promote material to a wide audience, focusing on the market, comparable books, and author’s willingness to participate in promotion
* Edited translated manuscripts for U.S. publication
* Reviewed manuscripts in the pre-production stage for legal purposes and advised department on material that needed to be removed and permissions that needed to be obtained
* Trained editors and formatters to follow formatting guidelines and maintain daily productio

band_reasons: disqualified

evidence_experience: Conduct proofreading, copyediting, and substantial editing for proposals and business development materials for ICF's Enterprise Proposal Center; Edit and provide quality assurance for scientific and marketing content within the biotech industry for clarity, accuracy, and consistency

resolved_account_name: PulsePoint Group (now ICF Next)


Helen Rheem

publicIdentifier: helen-rheem

sourced_title: Editorial Project Senior Manager

headline: Managing Editor, The CEO Agenda, and Editorial Project Senior Manager at Boston Consulting Group (BCG)

position: Editorial Project Senior Manager

company: Boston Consulting Group (BCG)

position: Managing Editor, The CEO Agenda

position: Editorial Project Manager

company: Self-Employed/Freelance

position: Content Editor

company: Bain & Company

position: Consultant

company: Rheem Bell & Freeman LLP

position: Research Editor, Harvard Business Review

company: Harvard Business Publishing

band_reasons: disqualified; ie_unclear

evidence_experience: Career progression: Research Editor at HBR -> Consultant (brief) -> Content Editor at Bain -> Communications Expert & Content Strategist (freelance) -> Editorial Project Manager/Senior Manager and Managing Editor at BCG. All roles are editorial/content/communications in nature, focused on producing and managing published content (e.g. "The CEO Agenda" is a BCG publication/content series), not internal knowledge-reuse or AI governance.

resolved_account_name: BCG GAMMA


Alyssa Vincent

sourced_title: Lead, Research & Data Services

headline: Researcher, Writer, and Editor

about: Through working in academic libraries, corporate settings, and professional associations over the past decade, I developed expertise in supporting faculty, student, and stakeholder research and publishing projects while taking leadership roles in managing information and data collections.

position: Lead, Research & Data Services

position: Research Information Specialist

company: American Hospital Association

description:
•	Lead project manager for integrated library system migration from Cybertools to GeniePlus
•       Provide custom data reports for clients utilizing AHA Annual Survey data
•	Utilize PubMed and business databases to provide research support to AHA staff and members
•	Manage internal and external Sharepoint sites

position: Knowledge Manager

company: Perkins&Will

description:
•	Collected, synthesized, and presented a variety of research sources to a workplace interiors practice spanning 25 global studios
•	Managed all knowledge assets of the workplace interiors practice
•      Oversaw Power BI database of benchmarking data for completed interiors projects
•	Developed thought leadership and marketing materials

position: Digital Scholarship Librarian

company: Northeastern Illinois University

description:
•	Principal investigator for "Examining excellence and access in open educational resources and digital course content: A pilot project," an internally-awarded grant that sought to create greater awareness and adoption of open educational resources among NEIU faculty
•       Served as sole administrator for NEIU Digital Commons, the institution’s open access repository for research and creative works
•	Directed communication strategy for educating faculty about NEIU Digital Commons and advocatin

position: Information Services Librarian

description:
•	Taught over 55 information literacy sessions yearly and developed collections for the art, psychology, and communication, media, and theatre departments
•	Liaised with faculty members in art, psychology, and communication, media, and theatre departments
•	Staffed library reference desk and served as first point of contact for students, faculty, and community users

company: Erikson Institute

description:
•	Created and managed Erikson Institute’s physical and digital archives
•	Taught information literacy sessions in graduate-level child development and social work courses
•	Redesigned and maintained the library’s Wordpress website

position: Communications Manager

company: Division of the Humanities at University of Chicago

description:
•	Supported external and internal communications for 18 academic departments
•	Co-directed divisional website redesign
•	Served as a contributing editor to Tableau, the magazine of the Division of the Humanities

position: Serials Student Assistant

company: OHSU

description:
•	Processed all print serials using Millennium ILS
•	Verified licensing information and updated terms of use records
•	Managed the monthly binding of print journals
•	Created metadata for digital images in ContentDM

disposition: QUALIFIED

evidence_experience: "Managed all knowledge assets of the workplace interiors practice" and "Collected, synthesized, and presented a variety of research sources to a workplace interiors practice spanning 25 global studios" (Knowledge Manager @ Perkins&Will); current Bain role title "Lead, Research & Data Services" lacks detailed description of scope/ownership.


Danielle Schwenker

sourced_title: Senior Manager, Knowledge Management

headline: Senior Manager, Knowledge - Technology, Media, and Telecom (TMT) Practice

about: Experienced Knowledge Management Professional in the telecommunications, media and technology industries with proven success in IP strategy, content management, and process improvement.  Have experience managing cross regional teams and owning all aspects of knowledge management products.  I'm organized and energetic and passionate about knowledge management and the media/OTT sector.

position: Senior Manager, Knowledge Management

description: Technology, Media, and Telecom (TMT) practice

position: Manager Knowledge Management - Telecom & Media Practice

position: Knowledge Management Lead - Americas Telecom & Media Practice at Bain & Company

description: I am a key member of Bain's media and communications practice and provide value-added front-line customer support to case teams by sharing curated internal and external content, experience and perspective.  Additionally I drive the global knowledge lifecycle for the media and communications sectors, owning all aspects of the internal knowledge platform.  I manage workflow and professional development of three reports and work closely with leadership to drive key initiatives.

position: Knowledge Management Senior Specialist - Tech, Media and Telecom

position: Sr. Operations Coordinator- Telecom, Media and Tech Practice

position: Manager Assistant

content: Bain will be on the ground at MWC, convening conversations on unlocking growth beyond connectivity. Learn more about our presence and sessions on agentic AI, mobile vs fiber, and more. https://bit.ly/4s7hPxC

content: Most consumers have little interest in fully AI-generated music. That’s good news for artists, but the music industry was already at a crossroads when generative AI arrived. Here’s how the industry can harness the technology strategically while still investing with the humans behind the music: https://bit.ly/46eUnG1

content: Looking for someone in Mexico City with some Tech experience/interest!  Reach out if you want to learn more!

evidence_experience: "I drive the global knowledge lifecycle for the media and communications sectors, owning all aspects of the internal knowledge platform. I manage workflow and professional development of three reports and work closely with leadership to drive key initiatives."


Katariina Ikävalko

publicIdentifier: kikavalko

sourced_title: Technology Strategy & Transformation Manager

company: EY

position: Technology Strategy Consultant

company: Accenture

description: Worked on technology strategy engagements that set the direction for future transformations, helping clients address the right technology questions before major investment decisions were made. The work focused on decision support across typical technology strategy domains, including enterprise architecture, IT operating model, IT M&A, IT cost optimization, and sourcing strategy.

position: ERP Logistics Consultant

company: Midport Scandinavia

description:
Roles in customer projects:
Scrum Master for Warehousing & Mobility, Logistics, Supply & Shipping plan, and Procurement & Subcontracting
Interim Product Owner of Standard Logistics - Logistics, Supply & Shipping plan

position: Internal Sales Engineer/ Thesis worker

company: GRUNDFOS

description:
Sales & technical support for pumping solutions in industrial applications.
Thesis commissioned by Grundfos & conducted in collaboration with Etelä-Savon Energia. The scope was to demonstrate the potential of iGRID product range in transition to low-temperature operation and 4GDH.

position: Mechanical Engineer Trainee, Technical Management

company: ABB Marine

position: Mechanical Engineer Trainee, Azipod Product Updates

resolved_account_name: EY ifb


Bill Ngo

sourced_title: IAFA Technology Enablement - Senior Consultant

headline: Senior Consultant @ Protiviti

company: Protiviti

position: Enterprise Infrastructure - Senior Data Analyst

company: Univest

position: Comcast Global Audit - Senior Data Solutions Analyst

company: Comcast

position: Comcast Global Audit - Data Solutions Analyst

position: Comcast Global Audit - Data Solutions Co-op

description:
• Maintained and implemented new features to the CGA Data Solutions Team Portal, increasing the efficiency and responsiveness of engagement support across the entire department
• Utilized Excel, SQL, and Tableau to aggregate and analyze data to provide audit teams analytics necessary for their standard audit procedures and ad hoc testings
• Automated two hours worth of daily engagement reporting emails in order to provide updates to audit teams on completed action items
• Implemented new reporti

position: Sales - Data Analyst Co-op

company: Clarivate Analytics

description:
• Developed web applications for customer usage reporting to streamline extraction and analysis of data for the sales team
• Consolidated and rectified data from different sources using Excel and VBA to identify valuable insights previously concealed within large quantities of unrefined data
• Analyzed internal customer data to recognize market trends and provide cohesive reports instrumental in maintaining renewal revenue in excess of $200M

band_reasons: disqualified; builder

evidence_experience: Prior roles show pure technical/analytics IC work: "Utilized Excel, SQL, and Tableau to aggregate and analyze data to provide audit teams analytics" and "Developed web applications for customer usage reporting to streamline extraction and analysis of data for the sales team" - no ownership of any firm-wide knowledge/AI/governance function anywhere in the history.

resolved_account_name: Protiviti Switzerland


Ameer Shah, P.Eng., CISM, CDPSETM

sourced_title: Security Transformation Manager

resolved_account_name: umlaut company


Timo Pitkänen

sourced_title: Data Manager

headline: Data Manager at Ramboll Finland Oy

about:
Olen infra-alan ja suunnitteluohjelmistojen asiantuntija.

Minulla on kokemusta infra-alan suunnittelutehtävistä katu-, alue- ja vesihuoltosuunnittelun osalta noin 9 vuotta, suunnittelun projektipäällikön tehtävistä noin 2 vuotta sekä suunnitteluohjelmien kehitys-, koulutus- ja tukitehtävistä ohjelmistoasiantuntijana. Tällä hetkellä työskentelen Rambollilla mm. tiedonhallinnan ja erilaisten suunnitteluympäristöjen kehitystyön parissa joihin kuuluvat mm. Autodeskin, Trimblen ja Arkancen tarjoamat tuotteet.

I'm an infrastructure and software expert. I have experience in design tasks and also leading projects. I currently work in information management and the development of design environment on my daily basis.

position: Data Manager

company: Ramboll

position: Training Specialist

company: ARKANCE

position: Project Manager

position: Infrastructure designer

description: Civil and municipal engineering (clean water, waste water, storm water and heating), road design

position: Trainee

description: Sampling from soils, waste and waters (ground- and surfacewater). Designing, researching and consulting contamined soils and waste management

company: Ekokem

description: Vaarallisten jätteiden vastaanotto ja käsittely, öljyisten vesien puhdistusprosessin valvonta.

evidence_experience: "Tällä hetkellä työskentelen Rambollilla mm. tiedonhallinnan ja erilaisten suunnitteluympäristöjen kehitystyön parissa joihin kuuluvat mm. Autodeskin, Trimblen ja Arkancen tarjoamat tuotteet" (currently working in information management and development of design environments including Autodesk, Trimble and Arkance products)

resolved_account_name: Ramboll Management Consulting


Jeffrey Seeds

publicIdentifier: jeffreyseeds

sourced_title: Website Producer and Managing Editor

headline: Writer Artist Filmmaker at Freelance Writer

about:
I am an accomplished professional in various fields and am potentially open to work on projects that will make a positive difference in the world.

My work experience has been all over the map, literally, from Hollywood to Seoul, Kyoto to Paris, New York to Liverpool, and back again. My career path was never a straight line, and consequently I have a deep tool chest.

I have strong editorial, problem-solving, and technical skills that I gained from a variety of roles in web and film production, writing, teaching, and project management. I have done script development for major motions picture directors and done data entry as a temp. I was managing editor of an internal website for McKinsey & Company for 10 years and worked as a production assistant on many films. I wrote a love advice column for a major internet startup and sculpted media messaging for political campaigns. I have lived and worked in Korea, Japan, and France, and I speak the respective languages moderately well. The learning of 2nd, 3rd, and 4th languages, along with the nuances of their cultures, has made me into a flexible person who can do just about anything, lofty or menial, that I set my mind to.

Keywords: writing, journalism, website producer, film-making, film development, film production, editing, literary and film criticism, screenplays, business intelligence, columnist, research, dotcom startup, content management, fiction, GUI, HTML, dynamic page delivery, English, French, Japanese, Korean, newsletters, essays, design, design software, Photoshop and Illustrator, Premiere and After Effects, convergence, diversity, environmentalism, fracktivist, international education, political messaging, experiential learning, resilience, public access television, cultural democracy.

position: Writer

company: Freelance Writer, Videographer, Artist, Campaign Consultant

description:
Crafted effective platforms, communications strategies, and grassroots media campaigns for the winning tickets in Asbury Park's City Council elections: 2013, 2014, 2016, 2018, 2020, 2022, and 2024.

Played various roles with Asbury Park organizations and boards, including:  APTV, CAN, ARTScap, Rebuild By Design, Black Box Writers Group, Asbury Park Writers Workshop, Asbury Park Women's Convention, etc.

Produced a new website for APTV (Asbury Park's public access television station); conceive

position: Webmaster

company: Twin Walker Creeks Watershed Conservancy

position: Website Producer and Managing Editor

company: McKinsey & Company

description:
Designer, Content Strategist, Project Manager (2000)
·	Coordinated an international team of women partners and diversity experts to expedite an important internal initiative by launching the Women’s Website
·	Managed programmers, writers, designers, an offshore team, and other assets to produce a content-driven website
·	Balanced the concerns of stakeholders to fine-tune and launch a politically sensitive internal project

Writer, Editor, Designer, Webmaster (2000-2009)
·	Coordinated the priorit

position: Website Designer, Producer, Content Strategist, Project Manager, Consultant

company: Shoholaweb Design, Rare Medium

description:
·	Launched my own business after studying HTML, web design, and all facets of web production over several years between film projects
·	Advised start-ups and traditional institutions with effective strategies to establish, expand, and re-define their web presence
·	Implemented content design strategies for several e-commerce start-ups that resulted in search engine success that they maintain through today
·	Worked as the love advice columnist under a pseudonym for a major community website
·	Adv

position: Schedule Coordinator, Production Assistant, Supervising Production Assistant

company: Paramount, Universal, Fox, Columbia

description:
·	Hired and managed production staff on big-budget film and television projects for the same producer over 5 years
·	Broke down scripts to produce shooting schedules; produced daily call sheets; adjusted shooting schedules throughout production
·	Coordinated a complex and simultaneously shooting 2nd unit (directed by Terry Leonard) on a $70 million dollar project
·	Projects including but not limited to:  IN AND OUT (Paramount), THE FIRST WIVES CLUB (Paramount), MONEY TRAIN (Columbia), NEW YORK U

position: Development Associate

company: First Light (Kathryn Bigelow) Productions

description:
·	Assisted in the post-production of BLUE STEEL (MGM)
·	Coordinated and translated on a publicity tour and scouting trip to Japan
·	Collaborated on developing screenplays in conjunction with producers, screenwriters, storyboard artists, production designers, and location managers to initiate film projects, including POINT BREAK (20th Century Fox)

position: Development Assistant

company: Bob Swaim Productions

description:
Assisted in the production and post-production of MASQUERADE (MGM)
Prepared coverage of scripts and fiction in both English and French
Collaborated on developing screenplays in conjunction with writers, agents, producers, and studios to develop new projects, including the project ultimately produced as COOL RUNNINGS (Disney)

position: English Teacher

company: Various

description: Taught English, ESL, and Business English in a variety of settings, including Suntory Beverage Company (Osaka), Mitsubishi Heavy Industries (Kyoto), Yonsei University (Seoul), Hong-Ik University (Seoul), Chinatown Manpower Project (NYC).

evidence_experience: "Website Producer and Managing Editor @ McKinsey & Company (2000-2010): Coordinated an international team of women partners and diversity experts to expedite an important internal initiative by launching the Women's Website... Managed programmers, writers, designers, an offshore team, and other assets to produce a content-driven website"


Dzifa Penty

sourced_title: Global Digital Product Senior Spcialist - Web and CMS

headline: Technical Program Manager | AI Product Delivery | Enterprise AI Transformation | Cross-Functional Leadership

about:
I lead complex, enterprise-scale digital transformation programs across consulting and insurance technology environments.

Currently operating as a Technical Program Lead within a global consulting organization, I drive execution for a 15-person cross-functional squad within a 30+ member multi-squad program supporting high-visibility platforms serving 1M+ global users.

My scope includes:

• Cross-functional program governance
• Executive Director-level stakeholder communication
• Vendor and contractor performance management
• Risk, dependency, and escalation oversight
• Security and compliance coordination (including disaster recovery planning)
• Go-live strategy and enterprise test launch leadership
• AI-enabled workflow optimization

I regularly resolve cross-squad conflicts, realign priorities to prevent delivery slippage, and present program health, mitigation plans, and KPIs to senior leadership.

With a foundation in product management and certification in Product Management for AI & ML, I bring both strategic thinking and disciplined execution to large-scale initiatives.

I’m particularly interested in Senior Technical Program Manager roles focused on enterprise platforms, AI enablement, and digital transformation within mature, high-impact organizations.

position: Global Digital Senior Product Specialist (Technical Program Management & AI Transformation)

company: Boston Consulting Group (BCG)

description:
Lead enterprise digital transformation programs across BCG’s global web and marketing technology ecosystem, partnering with engineering, product, UX, analytics, content, and business stakeholders to deliver large-scale platform modernization initiatives.

Currently supporting an AI-powered content authoring initiative, driving pilot execution, stakeholder alignment, release readiness, adoption planning, and cross-functional delivery across product and engineering teams.

Key Contributions

• Lea

position: Senior Associate - Product Management

company: Liberty Mutual Insurance

description: Effectively conducted comprehensive data analysis and provided structured information to facilitate the development and implementation of business strategy. Spearheaded product management operations and work in collaboration with senior management team and internal departments to implement product enhancement plans and ensure accurate product positioning. Prepare and analyze product financials to assess and ensure profitability of new and existing products. Conduct competitive research analysis

position: Associate Analyst - Product Management

description:
•	Cooperated with the team to generate more than $3.5 million from new business accounts in National Insurance Division.
•	Augmented revenue growth and expanded the company’s client base through maintaining one of the most profitable and complicated book of business.
•	Enhanced customer satisfaction and generated repeat business by providing best-in-class customer service, proactively addressing customer issues, and building productive relationships with clients.
•	Led, mentored, and developed p

position: Commercial Lines Underwriting

description:
Orchestrated and implemented customized forecasting models to identify rates and pricing for Workers Compensation, General Liability, and Commercial Auto lines that resulted in renewal and new business prospects.
Held concurrent responsibility for identifying rates for various coverage options, assembling and analyzing exposure data, and entering information into databases. Supported the senior management team in the execution of work prioritization strategy. Partnered with other stakeholders to

position: Technical Analyst - Product Engineering

company: Homesite Insurance

description:
During this tenure, I am performing the following tasks…

Managing the systems analysis, design, development, and integration operations to meet set expectations. Leading the innovation and end-to-end launch of Home, Renters, and Condo products. Collecting, analyzing, and defining product and business requirements in close collaboration with product managers, customers, business analysts, developers, QA, and other IT team members aimed to establish high-quality technical solutions. Translating

position: Financial Management Intern

company: U.S. Embassy

description:
Coordinated special projects for the financial management team and other departments of the embassy including Centers for Dis-ease Control, Political / Economic Office, Regional Security Office, and General Services Office.
Supported the administration of accounts receivable function and facilitated the invoicing and billing process, customer follow up activities, and vouching and budget analysis practices. Performed day-to-day administrative duties and maintained accurate electronic and hard co

position: French Teaching Assistant

company: Knox College

description:
•Planned and taught lessons to students.
•Assisted the French professor with grading and course planning.
•Tutored students outside class hours and aided them with homework.
•Supervised tests and examinations.

position: Computer Lab Assistant

description:
•Assisted other college students with computer issues and enforced computer lab policies.
•Cleaned and maintained computer lab equipment and machines and took stock of computer lab supplies.
•Participated in regular training programs to improve skills.

evidence_experience: "Lead enterprise digital transformation programs across BCG's global web and marketing technology ecosystem... Currently supporting an AI-powered content authoring initiative, driving pilot execution, stakeholder alignment, release readiness, adoption planning"


Ketki Kane

headline: Data Analytics | Analytics Engineering | DBT | SQL | Power BI

about:
Analytics Engineer with proven experience in building scalable data models using DBT and SQL, and delivering business insights through Power BI and semantic layers. Expert in transforming raw data from multiple source systems into analytics-ready datasets, collaborating cross-functionally to ensure data quality, governance, and alignment with business goals. Skilled in Python, Databricks, Fabric, and cloud platforms (Azure, BigQuery). Advocate for data best practices including version control, CI/CD, and data lineage.
Excel at stakeholder engagement, translating complex business requirements into impactful analytics products, and aligning cross-functional efforts across data, engineering, and business teams to deliver scalable, insight-driven

position: Data Manager

company: Metyis

position: IT Data Analyst

company: Maersk Global Service Centres

position: Technical Associate

company: Sears Holdings India

position: Software Engineer Analyst

company: Accenture

evidence_experience: "Analytics Engineer with proven experience in building scalable data models using DBT and SQL, and delivering business insights through Power BI and semantic layers... Skilled in Python, Databricks, Fabric, and cloud platforms (Azure, BigQuery)."

resolved_account_name: Metyis


Christine Decker Miller

sourced_title: Research Manager

headline: Research Manager at McKinsey & Company

position: Research Manager

band_reasons: title_mirage_body_contradicts; ie_unclear; low_conf; rescued_stripC_mirage

evidence_experience: Research Manager @ McKinsey & Company (Jan 2001 - Present) - no further detail on scope or ownership provided.


Lorraine Martinez

sourced_title: PMO Delivery Lead, SES Sales Lead and Language Translation Capability Lead

headline: Managing Director at Accenture

about:
Lorraine is a managing director in Accenture US.  She has 21 years technology delivery experience in application maintenance, custom application development and software engineering.  Currently driving growth and delivery for 3 portfolios and leading operations excellence for technology for the largest account in the company.

Deep skills in service delivery, program management and business operations.  Primary experience working onsite directly with clients driving delivery.   Certified Technology Delivery Lead.  PPSM and PMP certified

position: Technology Lead

position: Director Of Business Operations

position: SAP Analytics Lead

position: Program Manager

description:
Accenture “Agila” Award.  This award is given to individuals who best exemplify the Business Operator leadership contribution. These individuals behave with an owner’s mentality by saving time & resources, introducing new processes, reducing risks related to work activities and meeting challenging timelines.
Mobilized and established operations of several big projects being served by Accenture the biggest being the support of an Oracle Financials project for a Large U.S. based Health Care Co

position: Service Coordinator, Project Manager, Delivery Lead, Resource Management Lead

company: Accenture, Health and Public Services

description:
Led the support of 9 mission critical systems being run under different platforms.
Managed 100+ resources and implemented managed delivery practices to ensure service level agreements and quality goals are met.
Reviewed progress of projects through work plans, status reports and metrics; addressed issues and mitigated risks; forecasted and monitored project financials to achieve cost targets; communicated overall status to Accenture and client leadership teams
 Implemented people initiatives t

evidence_experience: "Primary experience working onsite directly with clients driving delivery. Certified Technology Delivery Lead." and "driving growth and delivery for 3 portfolios and leading operations excellence for technology for the largest account in the company."


Emily Holko

sourced_title: Lead Editor

headline: Lead Editor

about:
With 7+ years in the pharmaceutical industry, my current role as Lead Editor at Avalere Health includes reviewing patient-facing pieces for grammar, brand style, consistency, sentence structure, message, and tone. I'm also responsible for fact-checking and ensuring our content is accurately and credibly substantiated.

Avalere Health is a leading global commercialization partner for the biopharmaceutical, medical technology, and wellness industries. Our 1,500+ experts combine their knowledge and expertise across its core disciplines—Consulting; Medical; Policy, Access, Value, and Evidence; Marketing; and Digital Experience Technology—to create the connections that make better health happen. We partner with clients to navigate the complex and rapidly changing healthcare ecosystem. We help clients connect patients with life-changing therapies, realizing the potential of strategies and solutions to accelerate innovation that improves lives.

position: Lead Editor

company: Avalere Health

description: Fishwack Health rebranded to Avalere Health™. Better health happens when we connect.

position: Senior Editor

position: Associate Director, Editorial

company: DiD Agency

position: Senior Editorial Manager

position: Editorial Manager

position: Junior Content Manager

position: Personal Assistant

company: FlowCoach

description:
- Responsible for coordinating multiple schedules, drafting various documents, and acting as the    primary liaison for a certification body.
- Handled bills, scanned numerous documents, and implemented new technology.
- Responsible for running various errands, personal shopping, and coordinating deliveries.

position: Teaching Assistant

company: Milestones UWS Preschool

description:
- Collaborated and communicated with lead teacher, organized schedules for multiple children, and facilitated an inclusive learning environment.
- Assisted with administration, writing information for parent distribution and handling different certifications.
- Focused on teaching social skills, through child-centered education, to establish an early love for learning.
- Acted as a nanny after school, managing activities for one child, promoting creativity and intellectual abilities through art,

evidence_experience: "my current role as Lead Editor at Avalere Health includes reviewing patient-facing pieces for grammar, brand style, consistency, sentence structure, message, and tone. I'm also responsible for fact-checking and ensuring our content is accurately and credibly substantiated."

resolved_account_name: Avalere


Chloe Woodward

sourced_title: Market Research Manager

headline: Market Research Manager at ClearView Healthcare Partners

about: Interested in research operations. Passionate about, but not limited to, neurodegenerative diseases. Enjoy leadership roles and collaborating with others.

position: Market Research Manager

company: ClearView Healthcare Partners

position: Senior Research Coordinator

position: Primary Research Coordinator

position: Clinical Research Assistant

company: Lifespan

position: Gym Monitor

company: Wheaton College (MA)

description: Oversee the use of the varsity weight room as well as the student center gym. Direct students, staff, faculty, and community members around the facilities.

position: Athletics Assistant

description: Responsible for clerical work such as organizing and filing paperwork.  Tasked with composing public relations projects such as social media pages and composing a book of alumni information.

position: Neuroscience Tutor

description: Conducted tutoring sessions for two, 200 level courses, “Brain, Mind & Behavior” and “Drugs & Behavior”.  Responsibilities included reviewing concepts, helping understand homework, and developing study techniques.

position: Intern

company: Greater Milford Neurology

description:
-Observed Maria Dayaw MD at the office and on rounds at Milford Regional Medical Center
-Obtained vital signs, completed medical history and neurological examination on patients
-Assisted in office procedures such as occipital nerve blocks and trigger point injections
-Directed patients at the Multiple Sclerosis Clinic at Milford Regional Medical Center and assisted those with mobility needs
-Reviewed and discussed medical records and studies with doctor, including blood tests, spinal taps, CTs

evidence_experience: Interested in research operations. Passionate about, but not limited to, neurodegenerative diseases. - no mention of internal knowledge base, IP reuse, or AI adoption; career trajectory is market research coordination (Primary Research Coordinator, Senior Research Coordinator) which is a client-delivery research function common at healthcare consulting firms.

resolved_account_name: ClearView Healthcare Partners


Chris Hynek

headline: Analytics & Digital Innovation Business Analytics Manager at AlixPartners

about: Strategically-minded Financial professional with an IT focused background. Brings experience from Automotive, IT, Medical, & Insurance financials. Demonstrated success with financial statements, forecasting & budgeting, variance analysis, engagement profitability, utilization, standard costing, & creating advanced financial models. Master level skills in Microsoft Office suite, including Excel and PowerPoint. Advanced data visualization and dashboard development skills.

company: AlixPartners

position: Strategic Finance Senior Data Analyst

position: Strategic Finance Senior Analyst- IT

description:
- Monthly & Yearly IT Budgeting & Forecasting
- Lead monthly review of financials with CTO, CIO & other leadership team members
- Standard Cost Modeling
- Engagement Profitability & Margin Analysis

position: IT Billing Financial Analyst

company: Ford Motor Company

description:
- Responsible for Ford Intercompany IT billing
- SOX testing
- Monthly Forecasting and Budgeting for IT P&L
- UAT testing
- Assisted with Road Map for new IT billing system

position: Financial Systems Coordinator

company: Behavior Consultants, Inc

description:
Manage accounts receivable & payables, cash flow, company expense transactions
System design, analysis, and implementation of ERP system
Company Technical support
Insurance contracting & payment settlement negotiations
Manage company tablet program

position: Financial Specialist

description:
Responsible for company billing
Prepare and process deposits
Prepare company payroll
Assisted in creating full company month by month and yearly budget & forecast

evidence_experience: "Lead monthly review of financials with CTO, CIO & other leadership team members" / "Monthly & Yearly IT Budgeting & Forecasting" / "Standard Cost Modeling" / "Engagement Profitability & Margin Analysis" - all finance/FP&A work, not knowledge/AI/IP-reuse ownership.

resolved_account_name: AlixPartners


Farhana S.

sourced_title: Growth Enablement Manager

headline: Sales Operations, Sales Enablement,Power BI Developer, Salesforce Super User, Pipeline Management, Revenue Reporting, Lead Management, Process Optimisation

about: Detail-oriented, responsible, reliable, committed with a get-it-done attitude. With experience in both corporate and not-for profit organisations.  A passion for identifying and driving projects to streamline processes; drive efficiency and team collaboration and a stronger passion for storytelling through data visualisation.

position: Growth Enablement Manager

company: Prosci ANZ

position: Growth Enablement Specialist

position: Sales Support Specialist

company: Vocus

position: Sales Coordinator

company: nbn™ Australia

position: Team Assistant

position: Volunteer

company: Budapest Refugee Crisis

position: Purchasing Officer

company: InterContinental Hayman Island Resort

position: Business Owner

company: A Chocolate Affair

evidence_experience: Career progression through Sales Support Specialist, Sales Coordinator, Team Assistant, Business Development Executive - entirely sales/BD operations track, no knowledge/AI/governance function ownership.

resolved_account_name: Prosci


Staś Wawrzynowicz

sourced_title: Senior Knowledge Manager - Energy

headline: Information Specialist

about:
♦ Senior Knowledge Manager - Oliver Wyman (a Marsh Business)
♦ Research Associate - A.T. Kearney
♦ Energy Researcher - Neftex Petroleum Consultants
♦ Information Specialist - Chemicals & Petroleum - Charles River Associates
♦ Knowledge Manager - Chemicals & Energy - Arthur D. Little
♦ Information Manager - Research Centre - BOC plc
♦ Deputy Manager - Chemical Intelligence Services - Reed International plc
♦ Information Officer - Taylor Woodrow plc

Specialties: Knowledge Management, Chemical Industry, Oil & Gas Industry, Mining & Metals Industry, Business Research

position: Senior Knowledge Manager - Energy and Natural Resources

company: Oliver Wyman

position: Research Associate

company: A.T. Kearney

position: Energy Researcher

company: Neftex Petroleum Consultants Ltd

description: Researching and compiling an alternative energy knowledge-base focusing on the geological and techno-commercial elements of global shale gas exploration, development and production.

position: Information Specialist

company: Charles River Associates

description:
Providing business consulting support to the company's global Chemicals & Petroleum practice.
♦ Conducting and articulating high-value research and analysis on various client engagements; predominantly supermajor and international oil and gas companies.
♦  Responsible for developing and managing the practice's internal knowledge and intellectual property assets.
♦  Effectively delivering/communicating critical information for business need; working rigorously to strict deadlines to successfully

position: Knowledge Manager

company: Arthur D. Little

description:
Based within Arthur D. Little's flagship Chemicals practice which provided strategy, business and technology consulting to the wider chemicals and materials industries.
♦  Organised and conducted research for client engagements, business development and special projects; clients predominantly top-tier chemicals companies.
♦  Developed and implemented a successful global intranet-based knowledge system.
♦  European Achievement Award for providing outstanding service to the business.

position: Information Manager

company: BOC UK & Ireland

description:
♦ Manager of BOC's Research Information Centre; supporting the  company's research activities in commercialising novel applications for industrial gases.
♦ Proactive identification of key competitor intelligence.
♦ Responsible for managing a resource budget of circa £100,000.

position: Deputy Manager

company: Chemical Intelligence Services / Reed International plc

description:
♦ Managed a team in the research and production of the 'Chem-Facts' series of chemical industry reports: responsible for publishing eight reports.
♦ Led the successful commercial development of the company's proprietary online databases.

position: Information Officer

company: Taylor Woodrow plc

description:
♦  Delivering critical commercial intelligence; conducting research to support technical and engineering projects.
♦  Editor of a monthly series of current awareness bulletins.

content:
Higher rates. More working capital. Bigger origination bets. Capital is now a competitive tool in commodity trading.

Our latest report explores how traders can manage risk while pursuing new-margin pools.

Learn more > https://owy.mn/466Sz26

content:
Five years of research and nearly 300,000 voices across 20 nations reveal a world marked by rising effort and thinning returns, showing how people have changed over the past five years and where we — as individuals, as organizations, and as societies — are headed.

Oliver Wyman Forum

content: A comprehensive summary of key discussions and insights raised at WEF 26.

evidence_experience: "Responsible for developing and managing the practice's internal knowledge and intellectual property assets" (Charles River Associates); "Developed and implemented a successful global intranet-based knowledge system" (Arthur D. Little) - consistent internal KM ownership pattern throughout career, now Senior Knowledge Manager at Oliver Wyman

resolved_account_name: Oliver Wyman


Faiza Azizan

publicIdentifier: fazizan

sourced_title: Associate - Data Management & Engineering

headline: Data Engineer at KPMG

about: A data engineer who loves to work with others to build the innovative solutions to your business needs. A leader, quick learner, creative thinker, and hard worker. A recent UC Irvine graduate in Computer Science with a Specialization in Information.

company: KPMG

position: UCDC Coordinator

company: UC Irvine

position: Software Engineer Intern

company: American Express

description:
▪ Used JavaScript and React to add features to a testing system being used by the Mobile Enterprise team to enable quality assurance for a widely used internal tool
▪ Created a source system for the same tool by designing a SQL database and building an API using JavaScript and Node.js
▪ Utilized continuous integration and deployment tools such as Jenkins and XL Release
▪ Participated in Scrum ceremonies such as standups, grooming, and refinements

position: Aerospace Scholar

company: NASA - National Aeronautics and Space Administration

description:
▪ Competed in teams of ten to design and build Mars Rover prototypes at NASA’s Armstrong Flight Research Center
▪ Oversaw the team’s software development in close collaboration with the hardware division
▪ Maximized efficiency of the team’s debugging process under severe time constraints
▪ Received the MVP Award (Oct 2019) from teammates for taking charge during the final phases of development

evidence_experience: "A data engineer who loves to work with others to build the innovative solutions to your business needs." - no mention of internal knowledge base, IP reuse, or governance ownership; role reads as generic data engineering, likely client-facing given KPMG's consulting business model, though not explicitly stated.

resolved_account_name: Global Strategy Group, by KPMG


Ebony Cleveland

sourced_title: Business Transformation Manager

headline: Finance Transformation Manager | Leading Process Optimization and Strategic Decision-Making Initiatives

about: Senior financial leader with 15+ years driving financial performance and strategic decision-making across multi-unit operations. Proven expertise in financial planning, budgeting, and forecasting with a track record of leading enterprise transformations that improved operational efficiency and profitability. Skilled at building cross-functional partnerships to deliver data-driven insights supporting executive strategy. Experience spans both government and commercial sectors with demonstrated success in complex, multi-stakeholder environments.

position: Business Transformation Manager

company: CFGI

position: Manager- Finance Transformation

company: Deloitte

position: Senior Consultant- Finance Transformation

position: Senior Business Development Administrator

company: Amentum

position: Project Manager- Financial Management & Analysis

company: METIS Solutions, LLC

position: Senior Systems Accountant and Cost Analyst

position: Independent Financial Consultant

company: Self-employed

position: Senior Reconciliation Specialist

company: Synovus

evidence_experience: "Senior financial leader with 15+ years driving financial performance and strategic decision-making across multi-unit operations. Proven expertise in financial planning, budgeting, and forecasting with a track record of leading enterprise transformations."

resolved_account_name: CFGI


Katherine Sanders, CPA

publicIdentifier: katherinesanders

sourced_title: Global Professional Practice Group - Methodology & Enablement Manager

headline: Global Professional Practice - Methodology & Enablement Manager at EY

about: I completed my undergraduate degree with a BSBA in accounting from the University of Richmond in May 2017 and then graduated in May 2018 with my Masters of Science in Accounting at Southern Methodist University.

company: EY

position: Assurance Manager

position: Assurance Senior

position: Assurance Associate

position: Guest Services Representative

company: George W. Bush Presidential Center

description:
•	Greet visitors upon entrance to the center and provide information regarding memberships and exhibits
•	Collect fees for admission to the museum, make change, process credit card transactions and print and                                                  distribute admission tickets to individuals and groups

position: Audit Intern

description:
•	Gained experience in three different industries including Aerospace & Defense, Broadcasting & Digital Media, and Technology
•	Performed internal control testing, workpaper roll-forwards, and competitor stock price analysis
•	Attended the International Intern Leadership Conference (IILC) in Orlando, Florida

position: Summer Extern (Emerging Leaders Program)

position: Assistant Soccer Coach

company: Elementary Soccer, LLC

description:
• Co-coached soccer practice for a group of twenty elementary school-aged children in an afterschool soccer program
• Developed weekly practice activities

evidence_experience: No description provided for the current role; prior roles are all client-facing Assurance (audit) positions: Assurance Manager, Assurance Senior, Assurance Associate.


Aoife Dooley

publicIdentifier: dooleyaoife

headline: PwC | Senior Manager, Responsible AI Enablement | CIPP/E & AIGP Certified

about: Results-driven professional with extensive experience in designing enterprise systems, automating EU-standard Data Protection and AI risk management and implementing regulatory requirements. Recognised for an ability to simplify complex requirements into practical, scalable processes, and for delivering high-quality, detail-oriented solutions that streamline governance, strengthen regulatory compliance, and effect data-driven decision-making.

company: PwC Australia

position: Travel

company: Career Break

position: Senior Manager, Global Data Privacy & AI Governance

company: Aptiv

description:
- Established and operationalised AI risk management in line with the EU AI Act, creating an automated, scalable process to identify and standardise the implementation of applicable regulatory requirements.
- Drove cross-functional AI governance, consolidating AI use-cases and identified risks into a centralised database to strengthen oversight and accountability.
- Advised on AI design and deployment, supporting product and software teams in developing AI solutions compliant with data protectio

position: Legal Technology Manager, Global Legal and Compliance

description: - Directly supported Legal leadership by driving process design and automation, and reporting and analytics initiatives across multiple global legal functions.

description:
- Led the technical and reporting design in the implementation of key legal technology platforms, including Onit, Navex, OneTrust, and Icertis.
- Designed compliance investigation processes and deployed Power BI dashboards to improve operational efficiency and data-driven reporting at Executive and Board-level.
- Drove the integration design between OneTrust and Icertis to automate the selection, creation and execution of Data Protection contracts with Third Parties.

position: Systems and Data Analyst, Global Data Privacy

description:
- Recognised as the OneTrust SME for leading system implementation and configuration initiatives that enhanced global compliance, process efficiency, and data integrity.
- Automated Data Protection risk management to end-to-end manage global privacy risks, establish a centralised risk register and enforce accountability.
- Defined KPIs and metrics, and developed Power BI dashboards to provide operational visibility and deliver strategic insights at Executive-level.

position: Fraud Prevention Associate

company: Amazon

description:
- Conducted identity verification for prospective Amazon sellers to prevent fraudulent seller access to the market.
- Performed analysis to detect patterns, enabling counterfeit document identification.

position: Microsoft Visio Tutor

company: University College Cork

description:
- Taught students how to create Entity Relationship, UML Use-Case and Data Flow Diagrams using MS Visio.
- Ensured students’ technical understanding and supported exam and assessment preparation.

content: I’m happy to share that I’m starting a new position as Senior Manager, Responsible AI Enablement at PwC Australia!

band_reasons: disqualified; company_concern

evidence_experience: "Established and operationalised AI risk management in line with the EU AI Act... Advised on AI design and deployment, supporting product and software teams in developing AI solutions compliant with data protection and AI regulation" - this was at Aptiv (client company itself), demonstrating AI/data governance work for Aptiv's own business, not for PwC's internal knowledge base, and not client-delivery consulting either; role at PwC itself has no described substance yet.

resolved_account_name: PwC Australia


Stefanie zur Horst

sourced_title: Senior Knowledge Management Advisor

position: Senior Knowledge Management Advisor

company: Simon-Kucher

position: Senior Director

position: Director

position: Manager

position: Senior Consultant

position: Consultant

evidence_experience: Progressed through consulting career (Consultant to Senior Director) at Simon-Kucher, then transitioned into a dedicated Senior Knowledge Management Advisor role internally; no detail given on scope of KM ownership or whether it spans the firm.

resolved_account_name: Simon-Kucher


Domonique Hatton

sourced_title: Senior Knowledge Manager/ Data Scientist

email_status: verified

headline: Data Scientist in support of Knowledge Management/ Change Management

company: Guidehouse

position: Battalion Human Resource Officer in Charge

company: United States Army Reserve

description:
BN S1 Human  Resources Officer - 347th CS/CSS Ft. Gillem, GA (June 2022 - Present

BN S1 Human Resources Officer – 13th
BN (OD) 108th REGT, Building 3344 Little John Road, Redstone Arsenal, Alabama 35808 (March 2016 – May 2022)

position: Data Scientist

company: Amyx, Inc.

position: Teaching Assistant

company: University of Tennessee

description:
Biology 158 at the University of Tennessee – Teaching Assistant (Fall 2017, Fall 2018)
Biology 167 at the University of Tennessee – Lead instructor (Fall 2017)
Biology 150 at the university of Tennessee – Teaching assistant (Spring 2017, Spring 2018)
Interdisciplinary Programs 385  Research Methods/Sci at the University of Tennessee- Teaching assistant (Spring 2019)

position: Research Assistant

position: P.E.E.R. Fellow

company: University of Tennessee, Knoxville

description: he Program for Excellence & Equity in Research (PEER) is an initiative to increase the number of exceptional underrepresented students graduating with doctoral degrees in STEM disciplines at the University of Tennessee, Knoxville. PEER seeks to advance a doctoral student’s competitiveness and interest in their chosen career field by offering professional development, ambitious research, and dynamic mentoring opportunities.

position: Platton Leader

description: Observer Couch Trainer (OCT) - 1st BN (CS/CSS) 347th REGT ,5015 North 34th Street, Building 900, Fort Gillem, Georgia, 31314

band_reasons: qualified_on_lone_title3; low_conf

evidence_experience: "Data Scientist in support of Knowledge Management and Change Management" @ Amyx, Inc., carried forward into current Senior Knowledge Manager/Data Scientist role at Guidehouse - suggests hands-on internal KM-support data work rather than ownership of a KM function.

resolved_account_name: Navigant


Marc Tougeron-David

headline: PMO for Accenture Company

position: Opérations de gestion de projets

company: Accenture

position: Data Manager

content: Thanks to Accenture learning and training possibilities I acquired this skill and badge !

disposition: WEAK

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: No description provided beyond role titles and dates; "Opérations de gestion de projets @ Accenture" and "Data Manager @ Accenture" with no detail on function ownership or client vs internal scope.


Gopalakrishnan Murugesan

sourced_title: Data Governance Manager

headline: Senior Data Governance & Data Quality Leader | Collibra | Azure Databricks | AI Governance | PIPEDA | 2B+ Records Governed | GTA

about:
Strategic Data Governance & Data Quality Leader with 16+ years of experience building enterprise-scale governance programs, AI-ready data frameworks, and data quality transformations that deliver measurable business outcomes.

 What I deliver:
• Governed 2B+ records across 5 enterprise platforms, elevating data integrity & accuracy from 96% → 99.92%
• Reduced critical data defects by ~40% through CDE governance and remediation programs
• Cut audit preparation time from 3 weeks to 4 days via real-time DQ scorecards and executive dashboards
• Led Collibra enterprise adoption across 500+ data stewards and owners
• Embedded AI governance controls for Databricks Genie, Claude, and Microsoft Copilot in production pipelines

 Core expertise:
Data Governance Frameworks • Operating Models • Data Quality (DQ) Programs • Critical Data Elements (CDEs) • Metadata Management • Business Glossary • Data Lineage • AI Governance • Responsible AI Controls • Collibra • SAP MDG • Stibo STEP • Azure Databricks • Azure Data Lake • Power BI • PIPEDA • GDPR • CASL

Industry & regulatory context:
Experienced across data-intensive industries with governance programs aligned to PIPEDA, GDPR, CASL, and SOX-adjacent control frameworks. Proven partner to C-suite, Risk, Compliance, Legal, and Technology teams in embedding governance as a business capability — not just an IT function.

 Currently open to Senior Manager / Director-level Data Governance and Data Quality opportunities in the GTA/Kitchener -Waterloo Area (hybrid or remote).

position: Data Governance Manager / Product Owner

company: Cognizant Technology Solutions

description:
• Designed and operationalized an enterprise-wide Data Governance Operating Model — governing 2B+ records across 5 platforms, achieving 99.92% data integrity & accuracy (up from 96%).
• Defined 200+ Critical Data Elements (CDEs); reduced critical data defects by ~40% and cut audit prep from 3 weeks to 4 days.
• Led Collibra enterprise adoption for 500+ data stewards; built business glossary, metadata, lineage, and governance workflows.
• Embedded AI governance controls (Databricks Genie, Claude,

position: Program Delivery Lead / Data Manager / Data Architect

description:
• Led migration of master data domains to Azure cloud platforms for 3 business lines; reduced data reconciliation errors by 30%.
• Ensured zero critical data loss across 500M+ migrated records by defining governance checkpoints and lifecycle controls.
• Reduced duplicate records by 25% through standardization across SAP S/4HANA, SAP MDG, and Stibo STEP.
• Managed cross-functional teams of 30+ across architecture, governance, and delivery.
• Delivered executive governance reviews and strategic pl

position: Project Manager / Onsite Lead

description:
• Managed enterprise application support; reduced P1 data incidents by 20% within first year through governance process improvements.
• Led continuous improvement initiatives delivering 15% reduction in manual data handling effort.
• Managed distributed teams of 15+ across time zones; facilitated executive governance reviews.

position: Software Engineer

description: Supported enterprise transformation initiatives involving application modernization, data integration, and process improvements.

evidence_experience: "Designed and operationalized an enterprise-wide Data Governance Operating Model — governing 2B+ records across 5 platforms" and "Led migration of master data domains to Azure cloud platforms for 3 business lines" - consistent with delivering governance-as-a-service to client engagements rather than owning Cognizant's own internal knowledge/AI function.

resolved_account_name: Cognizant Consulting France


Annette Muller

sourced_title: Professional Development Manager

headline: Professional Development Manager at McKinsey & Company

position: Professional Development Manager

company: McKinsey & Company

description: Manage full range of professional development and staffing activities for client service professionals.  Drive key people processes including but not limited to:  staffing client teams; providing trusted advice and counsel rooted in a deep understanding of individual professional aspirations, experiences, strengths, development needs, and relevant personal circumstances; leading semi-annual performance review process; ensuring diversity and inclusion for all colleagues.

position: Professional Development Specialist

description: Manage the full range of professional development activities for client service professionals  - including developing professional relationships to understand experiences, aspirations, and circumstances.  Provide coaching and guidance on skill development and career progression.

position: Professional Development Administrator

description: Managed review process for growing Northeast Offices (New York, Boston, Stamford).  Introduced and successfully implementing several new innovative processes.  Independently managed, organized and supported all operational elements of the review process - evaluating over 600 colleagues - from kick-off to closing.

position: Executive Assistant

evidence_experience: "Manage full range of professional development and staffing activities for client service professionals. Drive key people processes including but not limited to: staffing client teams; providing trusted advice and counsel...leading semi-annual performance review process; ensuring diversity and inclusion for all colleagues."

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


Christopher Nagel, RCDD

sourced_title: Manager Data Management

resolved_account_name: PwC Experience Center


Stephen A.

sourced_title: Data Management Team Lead

headline: Data Management Team Lead at Accenture

position: Data Management Team Lead

position: Data Management Senior Analyst

position: Data Management Analyst

position: Security Administrator

position: Deskside Support Analyst

evidence_experience: Progression: Deskside Support Analyst -> Security Administrator -> Data Management Analyst/Senior Analyst -> Data Management Team Lead, all at Accenture, with no descriptive text on scope or ownership of a firm-wide function.


Catherine Colina

sourced_title: Infra Transformation Manager

headline: Infra Transformation Manager at Accenture Enkitec Database Engineering Group

about:
* Cloud Solution Architect
* specializes in  cloud infrastructure and database management
* worked on projects in the  financial, pharmaceutical, telecommunications, media, education and insurance industries

position: Infra Transformation Manager

position: Technical Leader, Cloud Engineering at Oracle USA

company: Oracle

evidence_experience: Cloud Solution Architect specializes in cloud infrastructure and database management, worked on projects in the financial, pharmaceutical, telecommunications, media, education and insurance industries


Michael Fitzek

sourced_title: Learning and Knowledge Management Capability Manager

headline: Learning and Knowledge Management Capability Architect

about:
Specialties: Deep skills with content developement and delivery toolsets including

Articulate Presenter (www.articulate.com)
Adobe Captivate (www.adobe.com)
Camtasia (www.techsmith.com)
uPerform (www.rwd.com)
Microsoft Office Sharepoint Server
Content Management Server

description:
Manage the design, development, and delivery of the overall procedural, knowledge management and performance support architecture to support end-user needs

Design, build, maintain and update the technical infrastructure required to support the procedural, knowledge management and performance support requirements

Manage the development of detailed procedural, knowledge management and performance support approaches, templates, and standards

Manage the integration of content in the Business Pro

position: Performance Support Infrastructure Development Sr Specialist

description:
Document approaches for training development, packaging and delivery solutions based on client project requirements.

Projects include:

Implementation of SAP for core Finance, HR and Sales functions for Accenture's Enterprise organization.

Implementation of Financial Forecasting and Planning process and tools to support Accenture's Finance organization

Implementation of Accenture's Global Financial Reporting Tools

Implementation of various Accenture CIO application initiatives

position: Human Performance / Change Management Specialist

description:
Managed the design, build, test and deployment phases of web-based performance support solutions for two internal projects (SAP Finance and Financial Forecasting Tool) supporting 4,500 full time users and 15,000 occasional users.

Managed full spectrum of end user training development including needs analysis, objectives definition, course content development (working with subject matter experts), and assessment for multiple technology initiatives for delivery via classroom, computer-based and o

position: Training Administrator

company: Rotary International

description:
Managed technology training program for Board of Directors, Rotarians and Rotary employees including new hire training, ongoing skill building training, and designing and delivering workshops for special topics

Created business case and obtained approval for, implemented, and conducted technology skills certification program.

Led project to implement a Learning Management System including definition of requirements, evaluation and selection of application, installation of application software

evidence_experience: "Manage the design, development, and delivery of the overall procedural, knowledge management and performance support architecture to support end-user needs" and "Manage the integration of content in the Business Procedures websites and other procedural, knowledge and performance support applications utilized by Ac[centure]"


Weining Q.

sourced_title: Onsite Lead Clinical Data Manager

headline: Clinical Data Manager

position: Onsite Lead Clinical Data Manager

position: Clinical Data Manager

company: Aptiv Solutions

evidence_experience: Both roles (Cognizant and Aptiv Solutions) are titled "Clinical Data Manager" with no indication of internal knowledge, AI, or IP-reuse function ownership.


Isabella J

sourced_title: Senior Data Manager

about:
I'm a results-driven data scientist with a passion for extracting meaningful insights from complex data sets. As an outsourced data scientist for Accenture, I work with clients across industries to leverage advanced analytics and machine learning techniques to solve their business challenges.

Data Analysis: Proficient in exploratory data analysis, data preprocessing, and feature engineering to uncover valuable insights.
Machine Learning: Experience developing predictive models, implementing algorithms, and performing model evaluation and optimization.
Statistical Analysis: Skillfully apply statistical techniques to analyze data, test hypotheses, and support evidence-based decision-making.
Programming: Proficiency in Python, R, and SQL for data manipulation, modeling, and visualization.
Data Visualization: Specializes in creating compelling visualizations and dashboards to effectively communicate insights to stakeholders.

Work with client teams to understand their business goals and data requirements.
A comprehensive data analysis was performed, including data cleaning, feature selection, and statistical modeling.
Develop and deploy machine learning models to solve complex business problems and improve operational efficiency.
Provide actionable insights and recommendations based on data-driven findings to influence the strategic decision-making process.
Present findings and deliver engaging presentations to technical and non-technical stakeholders.

I'm passionate about using data to drive business transformation and enable data-driven decision making. I am good at color, where I can apply my Y analysis expertise to make a real impact. Let's explore together how I can contribute to your data-driven initiatives.

position: Senior Data Manager

company: 埃森哲

description:
In this role, my responsibilities include providing Big Data strategy solutions & Data Engineering consulting services to various fortune 500 companies including Walgreens, GE Aviation, Kroger, BestBuy, Walmart, Shutterstock, We Heart It Inc, Sabre & AAA.

I also serve as a Professional Services consultant for DataStax to work with their customers in Administering & Architecting applications built on DataStax Cassandra, Spark & SOLR. Prior to DataStax, provided Professional services for Talend t

evidence_experience: "providing Big Data strategy solutions & Data Engineering consulting services to various fortune 500 companies including Walgreens, GE Aviation, Kroger, BestBuy, Walmart, Shutterstock, We Heart It Inc, Sabre & AAA" and "I also serve as a Professional Services consultant for DataStax to work with their customers"


Karen Molaei

sourced_title: Capability Manager

headline: Senior Manager Accenture Federal Services responsible for Deltek Financial System.

position: Capability Manager

description: I am currently the Capability Manager for CP for HR, T&E and Labor and Leave.


Sakshi Puri

sourced_title: Global Knowledge & Innovation Manager

headline: Global Knowledge & Innovation Senior Manager, Protiviti

company: Protiviti

content:
The OpenClaw Story

A developer built an AI agent as a weekend project.

He named it “Clawdbot” — a cheeky nod to Claude.

Anthropic filed a trademark complaint.
It got renamed. Then renamed again.
It finally landed as OpenClaw.

Within 72 hours of launch — 60,000 GitHub stars.
Andrej Karpathy called it “the most incredible sci-fi takeoff-adjacent thing I’ve ever seen.”

Then the plot twist: the f

content:
Had a great time leading an AI session for the ALPHA members last week!

We discussed practical ways and use cases of AI to boost productivity and driving innovation and collaboration. Really enjoyed the engaging conversations, thoughtful questions, and enthusiasm from the group. Thanks John Lazo  for your support in session facilitation.

Excited to continue learning and exploring the evolving

content: Two Products. Two Architectures. One Model.

content: Good read

content: Confidence matters in AI transformation. Protiviti’s 2026 Global Board Governance Survey shows organizations that confidently integrate AI—and deploy it responsibly—are far more likely to see stronger ROI. https://bit.ly/41PECD9

evidence_experience: Only role listed is "Global Knowledge & Innovation Senior Manager @ Protiviti" - an internal, firm-wide knowledge and innovation leadership role, not client delivery.

resolved_account_name: Protiviti Switzerland


Rajendar A

headline: Senior Manager focused on Data Engineering and Apache Spark

about:
As a Senior Manager at PwC , I bring extensive expertise in Big Data, Apache Spark, and Azure Databricks to drive impactful data engineering solutions. My role focuses on leading data initiatives that empower organisations to harness the full potential of their data ecosystems.

With a professional career spanning multiple organizations, including Ordinance Survey, HSBC, Holland & Barrett, and HCLTech, my contributions have consistently revolved around implementing robust data engineering practices. My mission is to collaborate with stakeholders to deliver scalable, efficient, and innovative data solutions.

position: Senior Manager - IDAC

company: PwC

description: Led and managed a team of data engineers as Team Lead, delivering enterprise-scale Data Lake and AI platforms across Azure and Databricks. Owned platform reliability, scalability, engineering governance and continuous improvement across enterprise data platforms. Designed cloud-native data platforms, reusable data products and batch/streaming pipelines supporting analytics and AI. Delivered AI products including Customer 360, Identity Resolution, Logistics Data Lake and Agentic AI solutions. Est

position: Senior Data Engineer

company: Ordinance Survey

company: HSBC

company: Holland & Barrett

company: HCL / Deutsche Bank

description: Designed PySpark applications on AWS EMR and Databricks. Built ETL pipelines using S3, Redshift, Lambda and Airflow. Improved software quality through code and architecture reviews. Optimised analytics workloads using Athena and Redshift.

company: HCLTech

position: Senior Engineer - Big Data SDET

company: VIAVI Solutions

evidence_experience: "Led and managed a team of data engineers as Team Lead, delivering enterprise-scale Data Lake and AI platforms across Azure and Databricks... Delivered AI products including Customer 360, Identity Resolution, Logistics Data Lake and Agentic AI solutions."


Bernadette Healey

sourced_title: DE&T People Transition and Transformation Manager

headline: Accenture A&PD Manager

about:
As an accomplished change manager with 15+ years of global experience with Accenture.
I have a track record of providing niche people programme expertise across all industry sectors and multiple geographies.

My extensive background encompasses global people transitions, trade union and employee consultation, organisational design, HR delivery, talent management, and more.

I have experience designing change and L&D plans to improve upskilling employees, evaluating needs regularly, whilst ensuring employees embrace changes and its benefits, resulting in increased performance.

position: Associate Manager

description:
I am a associate manger in the UKI  People Transition & Transformation team within our outsourcing practice.

I have over 10 years experience of change management, business transformation and outsourcing.

position: Account Manager

company: Vodafone

description: Front line support for Executives offering on-site assistance, training and service improvements.

evidence_experience: "My extensive background encompasses global people transitions, trade union and employee consultation, organisational design, HR delivery, talent management, and more."

resolved_account_name: umlaut company


Kurt Loft

sourced_title: Lead editor

headline: Lead editor at PwC

position: Lead editor

disposition: UNQUALIFIED

band_reasons: ie_unclear; low_conf

evidence_experience: No experience detail beyond the title itself - no dates other than blank start, no description of responsibilities or scope.


Maguy M.

sourced_title: Consultant senior -Data Manager

headline: Data Strategy Leader | 20+ Years in Data Warehousing, Business Intelligence,Architecture and Governance | Driving Innovation with Scalable Solutions & SmartOps Excellence

about: Results-driven Data Manager with over 20 years of experience specializing in Data Warehousing, Business Intelligence, data science and Data Management. Proven expertise in leading large-scale data initiatives,working on design authority, conducting maturity assessments, and delivering service excellence. Adept at aligning data strategies with organizational goals to enable informed decision-making and operational efficiency. Strong focus on innovation, cross-functional collaboration, and leveraging emerging technologies to enhance business outcome

company: Davidson consulting

position: Consultant senior -Data Manager

position: Data Science Manager

company: Alfa Telecommunications

position: Manager of Business Intelligence

position: Data Integration & Datawarehouse Manager

position: IT Applications Administrator

evidence_experience: "Data Transformation & Service Delivery Excellence at L'Oreal @ Davidson consulting (2023 - Present)" - client-facing delivery role at a named client, not internal ownership of Davidson's own knowledge/AI function.

resolved_account_name: Davidson consulting


Rodney Cole

sourced_title: SAP Data Manager

headline: SAP Data Integration and Digital Analytics Manager

about: Mr. Rodney Cole is an accomplished Enterprise Information Architect with over 18 years’ experience in IT consulting, Data modeling and Design, Master Data Management, Big Data, Data Warehousing, Data Architecture, SAP Data Migration, Data Integration, Business Intelligence and Project Management. He has lead Business Intelligences and Data Architecture projects, defined data migration strategy, methodology and framework utilizing SAP Best Practices (EIM) Solutions Business Objects Data Services, Information Steward and DQM. Mr. Cole has provided BI/EIM Strategies, Roadmaps for Fortune 500 Corporations, Federator, state and local Government agencies.  He has a proven understanding of complex Data migration/Integration Strategies, and extensive experience in the critical skills of project leadership and mentoring.

position: SAP Data Manager

company: Accenture

evidence_experience: "He has lead Business Intelligences and Data Architecture projects, defined data migration strategy, methodology and framework... Mr. Cole has provided BI/EIM Strategies, Roadmaps for Fortune 500 Corporations, Federal, state and local Government agencies."


Amanda Jiang

headline: Professional outsourcing team management-Accenture

position: Data Engineer

company: Microsoft Leap

description:
• Analyze and define client’s strategy and determine system architecture and requirement to achieve goals.
• Associated with creating Hive Tables, and loading and analyzing data using Hive Queries for reports.
• Involved in converting Hive/SQL queries into Spark transformations using Spark RDD's.
• Work with a variety of data formats such as JSON, Compressed CSV, Parquet etc.
• Worked in AWS environment for development and deployment of custom Hadoop applications.
• Strong experience in working

position: Data Analysis Assistant

company: 微软(中国)有限公司

description:
• Cleaned large dataset of nearly 11 million records and extracted smaller data sets using SQL Server
• Created databases using SQL scripts and manipulated data using SQL queries utilizing aggregation and advance joins
• Combined multiple data interfaces to derive final dataset with necessary projections mapped to requirements
• Strategized and developed data-marts to assist the NGO streamline their metrics and help in decision making

evidence_experience: "providing Big Data strategy solutions & Data Engineering consulting services to various fortune 500 companies including Walgreens, GE Aviation, Kroger, BestBuy, Walmart, Shutterstock, We Heart It Inc, Sabre & AAA."


Ashvin Shah

sourced_title: Manager - Data Management

headline: Cloud Data Engineering & Analytics | AWS, Snowflake, Azure, SAS | Leading Data Strategy, Transformation and Migration | Managing Complex Projects & Cross-Functional Teams

position: Manager - Data Management

position: Cloud Architect -Data

company: Tech Mahindra

position: Senior Data Architect

company: Quantiphi

position: Senior Lead Analyst

company: Infosys

position: Senior Data Specialist

company: Affiliated Computer Services

position: Consultant

company: Capgemini

evidence_experience: Progression through Cloud Architect, Senior Data Architect, Senior Lead Analyst, Senior Data Specialist, Consultant roles at Tech Mahindra, Quantiphi, Infosys, ACS, Capgemini - all technical/consulting delivery roles with no mention of internal knowledge base, IP reuse, or internal AI governance ownership.