Alizé Santini

publicIdentifier: alizé-santini

sourced_title: Head of Strategy & Transformation

firm: Mantu

headline: Strategy & AI Transformation Director @Mantu | Corporate Strategy | AI Transformation

about:
Positive and energetic strategy and AI transformation leader, with 10 years across investment banking, corporate strategy and business transformation in Europe and Australia.

At Mantu, my work runs on two tracks: leading corporate strategy and AI transformation for 12,000 people and helping our clients navigate the same shift.

What I observe across organizations is that AI deployments rarely fail on the technology side. Yet they stall because the work, the team structures and the decision-making haven't been redesigned around it.

A firm believer that ambition without execution is just noise, convinced the most interesting work happens in the gap between the two.

position: Strategy & AI Transformation Director

company: Mantu

description:
Independent global consulting group | €1bn revenue | 12,000 people | 60+ countries

I lead Mantu's corporate strategy and AI transformation.

My work focuses on scaling AI adoption across the group, redesigning ways of working, identifying and equipping Hybrid Builders, and turning this internal transformation into solutions for our clients.

position: Head of Strategy & Transformation

position: Chief of Staff to GM Innovation, AI & Digital Transformation

company: CMA CGM

position: BIG W Strategy Lead

company: BIG W

description:
(BIG W is a A$4bn+ general merchandise retail business, part of the Woolworths Group)
- Set and refined BIG W’s strategic direction in close collaboration with the leadership team
- Led strategic projects end-to-end (from diagnostic and scoping through to execution and delivery) across various areas including customer growth, strategic sourcing, apparel, store format and network
- Responsible for executive level communication and engagement, incl. strategy updates to Group Exco and Board
- Led a

position: Strategy Manager

position: Associate, Mergers & Acquisitions

company: Woolworths Group

description:
- Worked closely with Group Exco on group portfolio restructuring and business development opportunities, providing financial and strategic advice
- Worked closely with Business Units senior management and teams on growth opportunities, from ideation through to target integration
- Played an active role in the acquisition of a delivery company, a B2B beverage company, a foodservice
distributor and multiple wineries – led or assisted with valuation, due diligence, preparation of Board materials,

position: Analyst, Mergers & Acquisitions

company: Rothschild

description: M&A, ECM advisory & Debt advisory internship

content:
I've recently taken on a new role as Strategy & AI Transformation Director at Mantu.

AI and AI transformation are often treated as the same topic. They're not.
Most organizations have figured out the tools. But the harder question is what changes after: how people work, how decisions are made and how teams adapt?

That shift is driven by a specific profile. Not always the most technical but

disposition: STRONG

primary_strip: B

internal_vs_external: mixed

evidence_experience: "My work focuses on scaling AI adoption across the group, redesigning ways of working, identifying and equipping Hybrid Builders, and turning this internal transformation into solutions for our clients." and "At Mantu, my work runs on two tracks: leading corporate strategy and AI transformation for 12,000 people and helping our clients navigate the same shift."

resolved_account_name: Mantu Manager Program


Jay Marshall

sourced_title: Partner and Managing Director and Chief Learning Officer

firm: AlixPartners, LLP

headline: Professional Services Firm Leader | Senior Client Advisor | Board Member

about: Experienced professional services firm leader with deep expertise in marketing, business development and sales.  Trusted senior adviser, supporting C-suite clients in significant transformation efforts.

position: Board Chair

company: Pinnaql

end: Present

company: AlixPartners, LLP

description: Sponsor, develop and deliver leadership programs in addition to client work for corporations and Private Equity sponsors.  Previously responsible for marketing and strategy; led or co-led multiple line businesses including enterprise improvement, information technology services, and the Asia business.

position: Board Member

company: TKXS

description: Non-executive Chairman of the Board for both TKXS and one of it's predecessor companies, XS, Inc.

position: Vice President

company: Booz Allen Hamilton

description: Partner in the Energy and Chemicals practice, responsible for selling leading large scale transformations at Oil and Gas and Chemical companies.  Also Managing Partner of the Dallas office.  Created and led the first Organizational Development and Change Management practice

position: Project Engineer

company: Texas Instruments

description: Provided financial management and technical support to contracts issued by the Department of Defense.

disposition: DISQUALIFIED

internal_vs_external: external

role_nature: other

band: clear

band_reasons: disqualified

evidence_experience: "Sponsor, develop and deliver leadership programs in addition to client work for corporations and Private Equity sponsors. Previously responsible for marketing and strategy; led or co-led multiple line businesses"

resolved_account_name: AlixPartners

in_612: yes

in_575: yes

suppressed: no


NIZAR AL-ZAMAMIRI

sourced_title: Founder & Independent Senior Consultant (Business Transformation Expert)

firm: ZAM Business Consultancy Services

headline: Executive Business Leader | FMCG CEO & Former Nestlé Waters UAE GM | P&L Leadership | Transformation & Profitable Growth | Bottled Water | GCC & Middle East

about:
I am an Executive Business Leader currently serving as FMCG CEO / Group Executive Director with ICON Group, following a 15-year leadership career with Nestlé Waters, including General Manager – UAE.

 Across 25+ years, I have led P&L, business transformation, turnaround, profitable growth, route-to-market, distribution, operational excellence and organizational performance across the GCC and Middle East.

 My leadership experience combines multinational corporate management, entrepreneurial business building and hands-on transformation. At Nestlé Waters, I led large-scale operations with 1,200+ employees and full P&L responsibility, while at ICON Group I expanded my leadership into multi-sector business management across the UAE and KSA, leading 400+ employees, a $20M P&L and $6M annual net profit, while building new FMCG operations from the ground up.

Selected Leadership Impact
 • Nestlé Waters UAE — transformed profitability from –2% to +12.4% within two years, improving operating margin by 15+ points and strengthening sustainable business performance.
 • P&L & General Management — led multi-sector businesses across UAE & KSA with full responsibility for growth, profitability, people and execution.
 • ICON-FMCG Saudi Arabia — built and launched a new FMCG business, establishing distribution networks, developing in-house brands and creating scalable commercial and operating foundations.
 • Business Transformation — led 20+ transformation and advisory engagements across FMCG, bottled water, distribution, commercial operations and business start-ups across the Middle East.

 I am at my best in businesses entering a demanding next phase — turnaround, accelerated growth, restructuring, scale-up or transformation — where strategy must translate into measurable executi

position: FMCG CEO | Group Executive Director – P&L, Growth & Transformation

company: ICON Group for Trading | UAE & KSA | Board Member | 400+ Employees

description:
FMCG CEO / Group Executive Director – KSA & UAE | Jun 2024 – Sep 2025
Group Consultant – KSA & UAE | Sep 2025 – May 2026
FMCG CEO / Group Executive Director – UAE | May 2026 – Present

• Lead end-to-end business operations and performance transformation across FMCG and bottled water, with responsibility for P&L, growth, commercial performance and operational excellence.
 • Led the launch and expansion of ICON-FMCG in Saudi Arabia, establishing distribution networks, developing in-house brands a

position: Founder & Senior Executive Advisor | FMCG, Water & Business Transformation

company: ZAM Business Consultancy Services

description:
Boutique executive advisory platform focused on business transformation, profitability, route-to-market, operating models and growth across FMCG, bottled water and distribution.

 • Led 20+ strategic transformation and advisory engagements across the Middle East.
 • Supported business owners, CEOs and leadership teams on P&L performance, commercial excellence, governance, organizational effectiveness and execution.
 • Designed and supported start-up operating models, SOPs, governance frameworks

position: General Manager – Nestlé Waters UAE

company: Nestlé

description:
Direct & Deputy General Manager – UAE | May 2021 – Nov 2021
Business Unit Manager & Deputy General Manager – Abu Dhabi | Apr 2019 – May 2021
Business Manager & Deputy General Manager - Dubai | 2015 - 2019
Business Manager – UAE & Lower Gulf | Dec 2011 – Apr 2015
HOD business Manager - UAE | Dec 2009 – Apr 2011

(+1200 Employees)

 (Member of the board of directors & JV, Member with integration committee between Nestle Food and Nestle Water (MENA) & Member at Coastal Arabia Cluster)

  • Durin

position: Executive Manager

company: AY Group (META)

description:
As an Executive Manager, my main objective is to drive profitable growth and expand our operations from local to international markets, specifically in Egypt, Iraq, Lebanon, and the USA.

I prioritize creating new employment opportunities while alleviating management of administrative tasks by overseeing projects and maintaining procedural manuals for consistent performance.

Additionally, I ensure that deadlines are met, manage calendars, and handle all business matters with discretion to suppo

content:
WATER IS NOT A COMMODITY BUSINESS — UNTIL MANAGEMENT MAKES IT ONE.

That may sound provocative.
But after working inside the water business, I believe there is an important distinction between selling a commodity and managing a business like one.
Water is essential.
Demand is recurring.
The product is relatively simple.
The business is not.

Margins can disappear surprisingly quickly when competit

content:
Experience becomes more valuable when it continues to evolve.

Proud to have completed the One Million Prompters initiative, launched under the directives of H.H. Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum.

For me, this is not simply about earning another certificate.

After years of leading businesses, transformation and operational challenges, one principle remains constant: the tools of

content:
MISSION ACCOMPLISHED
(PLANNED FOR SIX MONTHS - EXECUTION-READY IN 100 DAYS)

The real test of leadership is not what gets designed, it is what the business is ready to execute.

Over the past 100 days, I led a complex regional assignment to build the operating foundations of a new FMCG Distribution & 3PL platform across Jordan, Syria, Lebanon, Iraq, and the West Bank.

This was not five separate m

content:
بمناسبة ذكرى المولد النبوي الشريف، أهديكم أطيب التهاني وأجمل التبريكات. نسأل الله أن يجعل أيامكم عامرة بالخير والبركة، وأن ينير قلوبكم بنور الإيمان، ويمنّ عليكم بالسلام والسعادة. كل عام وأنتم إلى الله أقرب، وعلى نهج نبينا محمد ﷺ أحرص.

On the blessed occasion of Mawlid Al-Nabi ﷺ, I send you my warmest greetings. May this special day bring peace, joy, and countless blessings to your life, and may

content:
CUT COSTS - STILL NO PROFIT?

Then cost may not be the real problem when performance is under pressure, management often asks:
“What else can we cut?”

I have seen businesses reduce headcount, renegotiate suppliers, freeze spending and tighten controls yet profitability barely moved.
Why?
Because cost was visible.
The real leakage was hidden elsewhere:
• Pricing that did not reflect the value de

band: review

band_reasons: disqualified; company_concern

evidence_experience: "Lead end-to-end business operations and performance transformation across FMCG and bottled water, with responsibility for P&L, growth, commercial performance and operational excellence."

resolved_account_name: ZAM Business Consultancy Services


Connor Delaney

sourced_title: Senior Director - Financial Crime Compliance

firm: Ankura

headline: Senior Director | ACCA | CAMS | Financial Crime Compliance

about:
A Senior Director with a decade of consulting experience, specialising in financial crime investigations and AML compliance matters. As a chartered accountant, certified AML specialist, and mathematics graduate, I bring a multidisciplinary approach to navigating complex regulatory environments, building resilient compliance frameworks, and leading high-stakes investigations.

Throughout my career, I have spearheaded numerous anti-financial crime projects for major banking clients, focusing on CDD, EDD, TM and the management of high-risk customer profiles. I have also overseen money laundering investigations for UK banks, contributed to high-profile bribery investigations within the UK insurance sector, conducted extensive fraud investigations, and led a wide array of internal audit reviews for financial institutions. Beyond the financial services industry, I have developed anti-financial crime programs for real estate clients, managed fraud investigations for government departments, and provided forensic accountancy expertise in complex disputes and international arbitration cases.

company: Ankura

position: Financial Crime & Forensics

company: EY

position: Financial Services Internal Audit

company: Mazars UK

position: Intern - Forensic and Investigation Services

content: AI is rapidly changing the way financial crime teams operate. The biggest opportunity lies in combining technology with investigator expertise to improve efficiency, consistency and risk outcomes. A great overview from Lee Hale below.

content:
Really looking forward to hosting this upcoming TM workshop with Gabriele Trevisan later this year! 🚀

If you want to learn what Transaction Monitoring is all about, or want to accelerate and scale your career in TM, register your interest below. Spaces are filling up fast.

We have a brilliant line-up of speakers ready to share their career experiences and discuss how AI is shaking up the indust

evidence_experience: "I have spearheaded numerous anti-financial crime projects for major banking clients... overseen money laundering investigations for UK banks... led a wide array of internal audit reviews for financial institutions"

resolved_account_name: Ankura


Malini Krishnan

publicIdentifier: malinikrishnan

sourced_title: Director, AI & Data, Public Sector

firm: Guidehouse

headline: Driving AI, Data, and Digital Innovation | Senior Tech Leader | Ex-Deloitte | Building Transformative Solutions & High-Performing Teams for Government & Industry | Certified in AWS, Azure, Google, Snowflake & Databricks

about: Tech-savvy leader and strategist with over 22 years of progressive IT experience. Driven, reliable and a go-getter with a positive can-do attitude always. Great in building and sustaining long lasting client, vendor and stakeholder relationships. Consistent track record for providing exceptional client service across several federal clients in various sectors achieving consistent results with effective verbal, written communication skills and great interpersonal and leadership skills. Self-motivated results-oriented individual who thrives working in a fast-paced environment and can prioritize, meet deadlines and manage changing priorities. Mentored several junior staff, built and led several high-performing teams that provide exceptional client service. Adept at completing market research, analyzing tech trends and creating Go to Market strategies, identifying and managing business development pipeline for the account, sector and other alliances/relationships supported.

position: Director, AI & Data, Public Sector

company: Guidehouse

position: Senior Manager

company: Deloitte Consulting

description:
•	Spearheading strategic initiatives, driving innovation, and optimizing operational efficiencies for Government clients
•	Overseeing complex technical projects, aligning cross-functional teams, and ensuring successful delivery of data-driven solutions
•	Building and nurturing long-term client partnerships, including C-Suite executives, serving as a key trusted advisor for clients and other business stakeholders
•	Leading high-impact projects, fostering a culture of continuous improvement, playi

position: ETL Team Lead

company: CORMAC Corporation

description:
•	Prioritized and managed across multiple, often time-sensitive initiatives and worked collaboratively with numerous stakeholders in multiple locations
•	Directed project team personnel, managed cost and schedule, ensured contract compliance, and served as principal customer interface
•	Responsible for ETL/Data Architecture, Data/Dimension Modeling, Data Integration, Level of Effort estimates, managing resources, plan deliverables, communicate expectations for all development/maintenance activit

position: Sr. Systems Analyst /ETL Developer

company: QSSI

description:
•	Responsible for reviewing, analyzing and modifying systems including coding, testing, debugging and installing to support application systems using Oracle, Teradata and Teradata Utilities, UNIX (scripting), Informatica (workflows and mappings) and Mainframe
•	Created Project plans, Requirements Traceability Matrices, System design documents, Functional and Technical specifications for all new development and enhancement projects
•	Effectively communicated and managed complex issues and ensure

position: Sr. Application Developer

company: Accenture

description:
•	Leveraged Agile development and DevSecOps methodologies to manage requirements for the different sprint releases and helped translate business requirements into technical specifications
•	Created end to end ETL designs, data models, developed code, executed unit test and supported assembly test, systems integration test and user acceptance test
•	Led the evaluation of functional/business and technical requirements and identified gaps/risks
•	Ensured strategies, standards, and architecture are

position: Programmer Analyst

company: Cognizant Technology Solutions

description:
•	Responsible for developing several new applications and modifying existing applications and utilities, including reporting tools, to generate reports
•	Extracted data from the various source systems for ad hoc client requests
•	Analyzed and translated business requirements into technical specifications
•	Reviewed peer work and led the documentation efforts for quality control
•	Organized data to generate reports for various compensation claims, checked validity of the claim according to the po

evidence_experience: "Consistent track record for providing exceptional client service across several federal clients in various sectors" and "Building and nurturing long-term client partnerships, including C-Suite executives, serving as a key trusted advisor for clients" - all roles are client delivery / technical development work (ETL, data architecture, systems analysis) with no internal-firm knowledge/AI ownership.

in_612: no

in_575: no

match_method: unresolved


Cedric KITIO GUELEFACK

sourced_title: Conseiller informatique

firm: COFOMO

headline: Conseillé informatique,  ITIL, MS Azure, AAD, Gestion de projet, Helpdesk N1,2,3.

about: Fort de plusieurs années d’expérience dans le domaine des technologies de l’information, j'ai effectué des travaux d’analyse et l’installation de systèmes informatiques, de vidéosurveillance et de sécurité électronique. Durant ma carrière, j'ai contribué activement à la gestion de projets de migration vers Microsoft Office 365, à l'installation de systèmes de contrôle d'accès, ainsi qu'à la maintenance et à l’optimisation des infrastructures réseaux pour nos clients.  Actuellement je suis le parcours à temps plein en intelligence artificielle pour les affaires au Collège Cumberland de Montréal, avec pour objectif d'être un spécialiste dans l'utilisation de l'IA pour l'analyse d'affaire et le Marketing digital.

position: Conseiller informatique

company: COFOMO

description: Technicien en soutien informatique et téléphonie spécialisé dans l’installation, la configuration et la maintenance des équipements bureautiques, de téléphonie IP et des infrastructures de câblage structuré. Expérience en gestion d’inventaire technologique (AssetTiger), résolution d’incidents via C2 ITSM, soutien aux utilisateurs et coordination de mandats techniques. Reconnu pour son excellent service à la clientèle, sa capacité à respecter les échéanciers et à assurer le suivi efficace des pro

position: Analyste d'affaire, administrateur Système et réseaux informatique, Helpdesk N1,N2

company: Self-employed

position: Analyste système informatique

company: LKA GROUPE SARL

description:
•	Gérer le projet de supervision de l’infrastructure réseau informatique, Electrique et du système de vidéosurveillance
•	Gérer le projet d’optimisation et de mise à niveau du parc informatique.
•	Analyser le besoin et concevoir un plan de migration du système vers Microsoft office 365, (Outlook, OneDrive, SharePoint et TEAMS)
•	Former les employés à l’utilisation de la suite Microsoft 365
•	Fournir du support aux utilisateurs
•	Gérer des incidents informatiques avec l’équipe IT
•	Formation et

position: Information Technology Support Specialist

company: IHS Towers

description: Gérer des incidents informatiques avec l’équipe IT. Supervision du parc informatique. Gérer et contrôler les accès et la vidéo surveillance. Migrer les postes utilisateurs de Windows 8 vers Windows 10 Entreprise (171 ordinateurs migrés). Former des collègues aux outils de la suite Microsoft 365.

position: Consultant en informatique

company: Hotel Akwa Palace Officiel

description:
•	Secrétariat bureautique
•	Achat et remplacement des équipements Informatiques obsolète
•	Maintenance du système informatique
•	Mise à jour des logiciels de Bureautique

position: Assistant direction

company: JEM MULTISERVICES

description:
•	gestion du Cyber Café
•	Gestion du parc informatique
•	Dépannage et entretien des ordinateurs.

content:
J’ai obtenu mon "Présentation de l’infrastructure cloud : Décrire la gestion et la gouvernance Azure" trophy! Je suis si fier de célébrer cette réussite et j’espère que cela vous inspire pour commencer votre propre parcours @MicrosoftLearn !

#cloud
#azure

content:
La sécurité des données devient encore plus primordiale avec l'utilisation de l'IA.
Maintenant je suis capable de:
- Repérer les critères permettant une sélection adéquate du niveau de confidentialité des données numériques non structurées;
- Associer les bonnes pratiques de marquage aux documents d’usage courant;
- Utiliser adéquatement la fonctionnalité de marquage et les outils d'aide qui l'ac

content:
Formation + Exercices = Expériences
#iag

content:
J’ai obtenu mon "Décrire les fonctionnalités et les outils de gestion et de déploiement des ressources Azure" badge! Je suis si fier de célébrer cette réussite et j’espère que cela vous inspire pour commencer votre propre parcours @MicrosoftLearn !

#cloud
#azure

content:
On assure l'avenir,
Sur Brio avec Brio!
Il ne s'agit juste de compétences techniques mais aussi administratives de l'utilisation de l'IA pour les affaires et en milieu pro.

#iag

evidence_experience: "Gérer des incidents informatiques avec l'équipe IT. Supervision du parc informatique. Gérer et contrôler les accès et la vidéo surveillance. Migrer les postes utilisateurs de Windows 8 vers Windows 10 Entreprise (171 ordinateurs migrés)."

resolved_account_name: COFOMO


Rowena Vassallo

publicIdentifier: rowenavassallo

sourced_title: Senior Vice President, Marketing, Content, Editorial

firm: AlixPartners

headline: Marketing, Content, and Editorial | SVP at AlixPartners | B2B, Consulting

about:
Senior B2B marketer and editor with extensive experience in professional services, consulting, and technology. Committed to marketing excellence and impact.

CIM-qualified, with expertise in B2B marketing and business development strategy, content marketing and editorial direction, executive communications and thought leadership, integrated campaigns, sponsorships and partnerships, agency management, project management, digital marketing and PR.

Adept business writer, thought partner, and editor across a range of content formats.

company: AlixPartners

description: Focusing on EMEA and global content and thought leadership across all industries and service lines, and on client-ready assets to drive business development. Selection linked.

company: PA Consulting

description:
Driving growth for PA's consumer, retail and manufacturing consulting practice. Leading marketing campaigns, industry partnerships and strategic activities that successfully target global heads of industry and deliver ROI.

PA is a global innovation and transformation consultancy of over 3,300 specialists. We believe in the power of ingenuity to build a positive human future in a technology-driven world.

We work with the world’s leading companies and brands - the likes of Unilever, P&G, The Co

position: Marketing Manager - Consumer and Retail

position: Marketing and Communications Officer

company: The Health Foundation

description:
Promoted to Marketing Manager in August 2017. Led multiple effective B2B marketing campaigns for a healthcare think tank. Distinction awarded for CIM Level 6 Diploma in Professional Marketing (12 months' part-time study). Finalist for 2017 CIM Marketing Campaign of the Year for 'The Power of People'.

Led corporate presence at international conferences and exhibitions. Recruited and mentored team members. Product marketing for several programmes - GenerationQ, Innovating for Improvement and Imp

position: Travel - South America

description: Took a sabbatical to travel, visiting Brazil, Argentina, Bolivia, Peru and Colombia.

position: Public Affairs and Communications Officer

description: Led a series of campaigns launching independent reports on the NHS, generating political and media attention and informing high-profile political debate in the 2015 general election. Managed parliamentary briefings, pre-election debates and key stakeholder events.

position: Digital Marketing and Communications

description: Digital marketing, social media, analytics, event and conference planning, media monitoring and internal communications.

position: Travelling and working abroad

company: Asia, Australia and New Zealand

description: 18 months’ travel across Asia, Australia and New Zealand. Volunteered at a school and orphanage in India for one month before travelling around India, Sri Lanka, Nepal, Vietnam, Laos, Thailand and Cambodia for 7 months. Highlights included trekking the Annapurna region of the Himalayas and whitewater kayaking in Nepal. I then worked in Melbourne for 6 months at global engineering consultancy AECOM on an Australian working holiday visa, before travelling around Australia and New Zealand for 4 mon

content: Really enjoyed this discussion👇 Thank you for inviting me back and sharing the insights FT Longitude and FT Live.

evidence_experience: "Marketing Manager - Consumer, Retail, and Manufacturing... Driving growth for PA's consumer, retail and manufacturing consulting practice. Leading marketing campaigns, industry partnerships and strategic activities."


Mustafa Hussain Kaswani

publicIdentifier: mustafahussainkaswani

sourced_title: Staff Data Scientist

firm: Keystone

headline: Staff Data Scientist at Keystone

about:
Data science expert and applied AI practitioner focused on building models and systems that ship. My work spans forecasting, optimisation, NLP, segmentation, behavioural analytics, and modern LLM/RAG workloads across government, tech, and enterprise.

I’ve led data science and AI delivery at EY, Dubai Chambers, Talabat, deploying production models on Azure, Databricks, BigQuery, and MLflow. This includes demand forecasts, geospatial fleet optimisation, churn and retention models, sentiment clustering, and NLP classifiers, alongside LLM interfaces, RAG search systems, and generative tools used by executives and frontline teams.

I also build independent AI products, combining classical ML with LLMs, embeddings, retrieval pipelines, and evaluation frameworks to deliver scalable, safe, and context-aware GenAI systems.

Strong across the full lifecycle: problem framing, experimentation, feature engineering, modelling, deployment, monitoring, governance, and adoption. My focus is always on shipping AI that works in production and delivers measurable impact.

position: Staff Data Scientist

company: Keystone

position: Data @ Finance

company: Revolut

position: Manager - AI & Data Science Products

company: EY

description: Led end-to-end delivery of AI and data science products for government and enterprise clients, owning product roadmaps, success metrics, and production rollout. Delivered AI solutions from discovery to deployment, reduced time-to-production by 30%, and built scalable LLMOps and RAG-based analytics products used by C-suite leaders. Influenced AI investment decisions through product strategy, ROI modelling, and executive-facing roadmaps.

position: Founder

company: Stealth AI Startup

description:
Leading AI system development for a stealth-stage AI startup. Driving end-to-end architecture across:
	•	LLM inference and performance optimization
	•	Retrieval-augmented generation (RAG) pipelines
	•	Model fine-tuning for safety and personalization

Building scalable, production-grade ML infrastructure with a focus on NLP, prompt engineering, and user-centric AI applications.

position: Data Manager

company: Dubai Chambers

description: Owned AI and analytics product roadmaps supporting executive decision-making and member services. Launched NLP and GenAI products enabling plain-language querying, real-time NPS insights, and large-scale sentiment analysis across Arabic and English data. Operationalised AI systems with governance, monitoring, and iteration loops, and established a cross-functional Data Governance Council defining ownership and KPIs across the organisation.

position: Senior Data Specialist

company: Talabat

description:
Delivered data-driven insights to optimize user acquisition, retention, and operational performance across MENA markets.

Key projects and contributions:
	•	Built predictive models to analyze order frequency, user churn, and promotional effectiveness
	•	Led experimentation (A/B testing) and uplift analysis for product features, app UX changes, and marketing campaigns
	•	Designed dashboards and KPIs for real-time monitoring of operational and customer metrics across countries
	•	Automated weekly

position: Senior Data Analyst

company: Havas Group

description:
Applied performance science and data analytics to improve ROI on large-scale digital campaigns across sections such as aviation, retail, and telecom.

Key contributions:
	•	Built attribution models to evaluate media channel impact across the user journey
	•	Conducted time-series and regression analysis to optimize budget allocation and campaign timing
	•	Translated cross-platform data (search, social, display) into performance insights for brand and conversion objectives
	•	Developed reporting

position: Junior Performance Analyst

company: Assembly Global

band_reasons: disqualified; builder

evidence_experience: "Led end-to-end delivery of AI and data science products for government and enterprise clients, owning product roadmaps, success metrics, and production rollout" (EY); "Delivered data-driven insights to optimize user acquisition, retention, and operational performance" (Talabat)

resolved_account_name: Keystone


Lindsey P.

publicIdentifier: lspaul

sourced_title: Consultant, Oncology Solutions, Strategic Transformation

firm: Chartis

headline: Oncology Solutions Consultant at Chartis

about:
Oncology consultant with 5+ years of experience advising cancer providers on strategy, growth, and operational excellence. I help healthcare leaders understand the oncology market, set organizational strategy, assess investment opportunities, and optimize cancer program performance.

Areas of expertise: Strategic Planning | Growth Strategy | Clinical Program Development | Performance Benchmarking | Service Line Governance | Competitive Market Analysis | Infusion Center Operations | Care Team Redesign | Patient Access | Value-Based Care

company: Chartis

position: Research Consultant, Oncology and Specialty Care

company: Advisory Board

position: Senior Research Analyst

position: Research Analyst

position: Researcher - Department of Chemistry

company: University of Richmond

description:
Completed Honors thesis detailing the design of new ruthenium complexes for photoactivated chemotherapy (PACT).

Conducted complex synthesis, characterization, chemical analysis, and cell-based assays, including experimental design.

Received internal grant to investigate the synthesis of metal complexes for ligand-centered CO2 reduction.

Presented at the 2020 National Meeting of the American Chemical Society: Design of New Ruthenium Complexes for Photoactivated Chemotherapy.

Presented at the

position: Student Body President - Westhampton College Government Association

description:
Led a body of 34 senators in improving the student experience.

Acted as a liaison between the student body and university administrators.

Represented over 3,000 constituents in institutional discussions regarding diversity and inclusion, free expression, and other
critical campus issues.

Sat on University of Richmond’s Board of Trustees, connecting the Board with student perspectives.

Maintained a close working relationship with the University President, Deans, Provost, and VP of Student Dev

position: Committee Member - President's Advisory Comittee for Making Excellence Inclusive

description:
Chosen by the University of Richmond’s President to serve as one of four students on his advisory committee.

Provided advice on student outlook regarding diversity and inclusivity; sat on the Thriving and Inclusion Metrics and Evaluation subcommittee.

position: Senator - Westhampton College Government Association

description:
Acted as liaison between school administration and student body; represented the Class of 2020.

Sat on the Academic Affairs committee; advocated for reforms to academic policies and addressed academic concerns.

Communicated regularly with Faculty Senate as the Faculty Senate Liaison; worked on projects regarding the relationship between students and faculty.

Served as the only student on the Quality Enhancement Plan Development Committee for reaccreditation and institutional assessment; prese

content: In my first month at Chartis, I’ve traveled to Boston and Chicago, started my first strategy project with an academic cancer program, spent many hours in Excel and Tableau, and made a ton of new friends. Excited to keep learning in the months ahead!

evidence_experience: "I help healthcare leaders understand the oncology market, set organizational strategy, assess investment opportunities, and optimize cancer program performance." - entirely externally-facing service to clients.

resolved_account_name: Chartis


Sarah Ferguson

publicIdentifier: sarahferguson

sourced_title: Copywriter & Content Strategist

firm: RGP

headline: Senior Copywriter | Brand Campaigns & Enterprise Transformation | Remote

about:
Hi, I’m Sarah. I’m a copywriter and creative director with 20+ years of experience helping brands find their voice and turn ideas into work people actually connect with.

I’ve worked across agencies, in-house teams, and consulting environments in Boston, Chicago, NYC, Charlotte, and Miami, leading brand platforms, campaigns, and content across every channel. My work spans lifestyle, travel, and wellness brands, as well as organizations navigating transformation, M&A, and complex change.

The throughline is simple: make it clear. Make it hit. Make it human. Whether it’s a campaign people actually care about or a message leaders can’t afford to screw up, I shape the story and make sure it lands in the real world.

If you’re building something, repositioning something, or trying to make a complicated story make sense, I can help.

position: Copywriter & Content Strategist

company: RGP

description: I help RGP say smart things in sharp ways—from “that’s cool for consulting” campaigns to whitepapers you’d actually want to read, plus all the copy and content in between.

position: Copy and Content Writer

company: Ferguson Branding

description:
Continue to transform customers of food and lifestyle brands into lifelong friends.

My client list includes: Brazi Bites, Edoughble, DeLallo Foods, Patchology, AM Resorts, Freeosk and more

position: Senior Writer

company: Norwegian Cruise Line Holdings Ltd.

description: Created videos, social, ads, and positioning work to bring “MORE at Sea” to life for avid cruisers and newcomers to the brand

company: Wray Ward

description: Worked with an incredible team of thinkers and doers creating work for Brighthouse Financial, Sunbelt Rentals, Crescent Communities and more

position: Group Copy Supervisor

company: Concentric Health Experience

description: Helped concept broadcast and print to launch the new blockbuster weight loss drug, Wegovy

position: Associate Creative Director

company: Impact Networking, LLC

description: Helped small and mid-sized companies grow their businesses with “big agency” strategy and creative

position: VP/Associate Creative Director

company: TBWA\WORLDHEALTH

description: Created work in the swiftly evolving world of cosmetics and beauty for the Galderma portfolio of brands

description: Created dynamic social content for Bank of America

evidence_experience: I help RGP say smart things in sharp ways—from "that's cool for consulting" campaigns to whitepapers you'd actually want to read, plus all the copy and content in between.

resolved_account_name: RGP EMEA


Miguel Castaneda

publicIdentifier: miguelfcastaneda

sourced_title: Practice Lead — Consulting Private Markets, AI & Data Strategy

firm: Alpha Alternatives (formerly Lionpoint Group)

resolved_account_name: Alpha Alternatives


Sourav Poddar

publicIdentifier: poddarsourav

sourced_title: IT Transformation, Process Automation, Global solution delivery, User Satisfaction Improvement

firm: Thoucentric

headline: Strategic Program Manager | Delivering Strategic Enhancements & Digital Transformation in Finance | Lean Six Sigma | Aligning Tech & Business Globally | Enterprise Performance Management

about:
In my journey as a program manager over the past nine years, I've had the chance to collaborate with some truly amazing teams to drive IT transformation initiatives that make a real difference. Currently at Thoucentric, I’m focused on delivering strategic enhancements that streamline operations while also improving user experiences. One of my proudest moments was leading a project that achieved a 30% reduction in repeat incidents while boosting user satisfaction by 35%. It’s incredibly rewarding to see how technology can positively impact people's lives.

Before joining Thoucentric, I spent time at HDFC Bank where I led the design and implementation of a cross-border payment process tailored for e-commerce clients. This initiative not only improved operational efficiency but also allowed us to scale our services significantly. It was exciting to see how our efforts translated into tangible results for our clients.

At FIS, I focused on driving innovation within digital banking. I successfully led the launch of new products that reduced our time-to-market by 15%. This experience taught me the importance of agility in today’s fast-paced environment and how crucial it is to stay ahead of the curve.

My early career began as an Operations Analyst where I spearheaded the creation of new client portfolios.

Outside of work, I served as an Elected Coordinator for the Industry Interaction Cell at IIM Kozhikode. This role allowed me to connect with industry leaders and gain insights into market needs, further fueling my passion for continuous learning and collaboration.

If you’re interested in discussing IT transformation strategies or exploring ways to enhance user satisfaction through technology, feel free to reach out via email. I’d love to connect!

Skills: IT Transformatio

position: Transformation Lead

company: Thoucentric

description: In my role at Unilever, I spearheaded the transformation of finance platforms, enhancing planning accuracy and efficiency across diverse regions. I successfully led a geographically distributed team, optimizing agile delivery processes and ensuring alignment with business objectives. My efforts in data architecture and governance significantly improved planning accuracy while reducing manual reconciliation efforts.

position: IT Finance Transformation, Global solution delivery, User Satisfaction Improvement

description: Senior Program Manager with proven experience leading large-scale finance transformation and enterprise planning initiatives for global organizations. Delivered a Power Apps–based planning platform for 1,500+ users across multiple geographies, enabling €1.4B–€3.5B annual planning per region through robust data architecture, large-scale migration (~1M+ records), and strong governance, improving forecast accuracy by ~25% and reducing reconciliation effort by ~45%. Drove program predictability (>95

position: Program Manager | Cross-Border Payments, Data Analysis, and Operational Efficiency

company: HDFC Bank

description: In the role of Program Manager at HDFC Bank, I had the opportunity to lead the design and implementation of a cross-border payment process tailored for ecommerce clients. This initiative not only improved operational efficiency but also allowed for significant scalability. By leveraging data-driven insights and closely monitoring KPIs, I was able to achieve a steady quarterly growth rate of 10% in transaction volumes. Over two years, this effort culminated in an impressive fivefold increase in o

position: Senior Business Analyst | Digital Solutions, RFP Management, and Time-to-Market Optimization

company: FIS

description: In the role of Senior Business System Analyst at FIS, the focus was on driving innovation within digital banking. Successfully led the launch of new digital banking products that reduced time-to-market by 15%, which was crucial for staying ahead in a competitive market. Managing end-to-end RFP/RFI processes for various banking clients resulted in a 30% increase in conversion rates. This achievement not only enhanced client acquisition but also strengthened relationships with key stakeholders. Co

position: Elected Coordinator, Industry Interaction Cell

company: Indian Institute of Management, Kozhikode

position: Product Management Intern | Market Analysis, Product Development

company: ZoukLoans

description: During the internship at ZoukLoans, engaging with financial modeling was a pivotal experience. The role involved estimating debt finance demand which provided insights into market needs. By developing innovative product strategies aimed at ex-servicemen/women-led businesses using public data analysis, customer engagement improved significantly. Collaborating with various teams allowed for refining product features based on user feedback. This not only enhanced the overall offering but also reduc

position: Operations Analyst | Customer Sales & Operations

company: Total Security and Services

description:
Key accomplishments include:
* Spearheaded the creation and organization of new client portfolios, resulting in a 25% increase in operational efficiency through seamless integration into the existing CRM system.
* Enhanced data retrieval processes by maintaining accurate records for existing clients, which led to a 30% reduction in time spent on information searches and improved operational workflows.

Skills: CRM Management, Client Operations, Data Analysis

evidence_experience: "In my role at Unilever, I spearheaded the transformation of finance platforms, enhancing planning accuracy and efficiency across diverse regions" - client delivery work at a named client organisation, not internal firm knowledge/AI ownership.

resolved_account_name: Thoucentric


Beatrice Amato

sourced_title: Senior AI Tech Consultant

firm: BCG Platinion

headline: Senior AI Tech Consultant @ BCG Platinion | MBA |Automation Engineer

about:
Strategic, reliable and hard-worker are three adjectives that better describe my profile. I aim to work with integrity, honesty and professionalism, this attitude always helped me to earn my employer’s trust.
My working experience helped me to increase my attitude to problem-solving and team working.
One of my life's mantra is: "Treat every day as a new beginning. Stop thinking about what could have been, or what you should’ve said or done, and start looking at how you can keep moving forward".

position: Senior AI Tech Consultant

company: BCG Platinion

position: Maestro di sci alpino

company: Scuola Sci Ratschings, Racines-Vipiteno-BZ

position: PMO & Support

company: Rai Way S.p.A.

description:
Business Plan development
Controlling
Innovation projects and strategy
Budgeting

position: Project Manager Plant Operations

description:
Maintenance engineering area Plant Operations, main activities:
Data analysis for predictive maintenance of sites where there are radio-television antennas
Enhancement of new maintenance KPIs
Performance analysis of territorial departments
PM of Data Center, Edge Infrastructure project

position: MBA Associate - Maintenance Engineer - Technology North Area and Plant Operation

description: Mission Project during my MBA at Collège des Ingénieurs Italia (CDI Italia).

position: Virtual Commissioning & Simulation Engineer within the startup Applied Innovation Makers S.r.l.

company: IMA Group

description:
In collaboration with the startup Applied Innovation Makers S.r.l.
Virtual commissioning development: realization of the virtual model of an automatic machine, a digital model, that will communicate in real-time with the real PLC, becoming a digital twin

position: Software Engineer

description:
Stage post Master in Automation Engineering
PLC programming
Pioneer of Virtual Commissioning in the Life division
Management of the power up phase of lines of automatic machines and coordination with mechanical and electrical managers

position: Internship Student

description: Realization of the final dissertation for my Master degree in Automation Engineering: "Virtual commissioning and software development for an automatic machine prototype"

content: View my verified achievement from Boston Consulting Group (BCG).

content:
What an incredible week in London! 🇬🇧

I just wrapped up BCG TDA Immersion Week⚡

A full week of learning, sharing ideas, and working side by side with talented colleagues from across the globe. International teaming at its best: different backgrounds, perspectives, and ways of thinking, all coming together around a shared purpose.

Proud to be part of a firm that invests in its people this way. A

evidence_experience: "Data analysis for predictive maintenance of sites where there are radio-television antennas... PM of Data Center, Edge Infrastructure project" (Rai Way) - hands-on technical/operational work, no function ownership.

resolved_account_name: BCG Platinion


Pritpal Kalsi

publicIdentifier: pkalsi

sourced_title: Chief Executive Officer

firm: SC&H

headline: CEO @ SC&H | Driving People-First Goals

about: Helping build and nurture SC&H's people-first goals for our Clients, Colleagues, and Communities. Leading consulting teams through Accounting and Finance business process reengineering initiatives.

position: Chief Executive Officer

company: SC&H

position: Board Member

company: Make-A-Wish Mid-Atlantic

position: Board Member, R.H. Smith School

company: University of Maryland - Robert H. Smith School of Business

position: Consultant, Strategy & Operations

company: Deloitte Consulting

description: Strategic Consulting for the FP&A teams

content:
SC&H’s growth journey marks a new global chapter by delivering success for our Clients and Colleagues from India. Kudos to our amazing SC&H India team for an impressive launch!

 #MakeItRewarding #PeopleGrowth #SC&HIndia

content:
Happy 35th Birthday SC&H!

A lot has changed since we started. What was once a SALT and CPA firm focused primarily on accounting and tax has evolved into a firm with tremendous advisory capabilities, technology, AI and so much more.

And some of us remember when a fax machine was considered pretty cool technology! :) I was 9 years old at the time and many of our colleagues today were not even bo

disposition: QUALIFIED

primary_strip: A

internal_vs_external: unclear

evidence_experience: "Helping build and nurture SC&H's people-first goals for our Colleagues, Clients, and Communities. Leading consulting teams through Accounting and Finance business process reengineering initiatives."

resolved_account_name: SC&H


James Burt

sourced_title: Group Chief Executive Officer

firm: ProductLife Group

headline: Chief Executive Officer | Multiple Leadership Roles

about:
As CEO of Pharmanovia from October 2021 to May 2025, I focused on pivoting the company from a legacy brand aggregator to an established specialty pharmaceutical player.

With over 25 years of expertise in pharmaceutical leadership and strategic business development, I’ve been involved in almost all aspects of the pharmaceutical industry around the globe, from generics to value added medicines to specialty brands, in commercial, developmental and operational roles. I’ve also served as VP for Medicines for Europe and as the Chair of the VAM group, engaging with regulators and stakeholders to reinvigorate the European environment for innovation in medicines

position: Group Chief Executive Officer

company: ProductLife Group

description: Chief Executive Officer at ProductLife Group | Life Sciences | Driving Transformation Across the Product Lifecycle

position: Advisory Board Member

company: Galenicap

description: Advising Galenicap on Value Added Medicine development

company: Apricity Associates Ltd

description: Assisting pharmaceutical companies and institutional investors in navigating the healthcare environment

company: Pharmanovia

position: Executive Vice President EMENA

company: ACCORD HEALTHCARE

description: Responsible for Accord activities in both retail and institutional channels in Geographical Europe

position: Vice President Hospital Business

company: Actavis

description: Responsible for the strategic direction of the Hospital activities within Actavis.

position: Director of Commercial Operations WE

content: I’m pleased to share that I have recently joined ProductLife Group as Chief Executive Officer. ProductLife Group has built a strong reputation as a trusted partner to the life sciences industry, supporting companies across the entire product lifecycle. I’m really excited to join the organization at a time of continued growth and transformation. With a strong global footprint and deep expertise acr

evidence_experience: "As CEO of Pharmanovia... focused on pivoting the company from a legacy brand aggregator to an established specialty pharmaceutical player." - purely commercial/strategic pharma leadership, no internal knowledge/AI/governance function ownership described.


Jonas Neurath

publicIdentifier: jonas-neurath

firm: RSM Ebner Stolz

headline: Senior Manager | Compliance Management & Security | MBA

about:
In my current position as Senior Manager at RSM Ebner Stolz I am leading individual compliance and security initiatives and projects across various industries. In this role, I am increasingly taking on team responsibility and applying my in-depth cybersecurity experience.

In the previous years of national and international consulting projects at Deloitte and Grant Thornton, I had the opportunity to develop topics in the area of Cyber & Strategic Risk. During this time, I gained extensive experience in cyber strategic topics in various branches. Particularly noteworthy is the gained expertise in the development and implementation of conceptual models within the field of BSI IT-Grundschutz, ISO 22301 and ISO 27001. Furthermore, in addition to project management skills, I acquired in-depth knowledge of data protection and data privacy law and obtained numerous certifications.

In addition to my professional career, academic wise I pursued an MBA in Digital Transformation Management, which allowed me to further deepen my skills in strategic innovation and digital transformation. During my previous dual study and work in an international industrial company, I was also able to gain professional experience domestically and abroad.

company: RSM Ebner Stolz

position: Lehrbeauftragter

company: DHBW Stuttgart

position: Manager | Cyber & Digital Advisory

company: Grant Thornton Germany

position: Senior Consultant | Cyber and Strategic Risk

company: Deloitte

position: Consultant | Cyber and Strategic Risk

position: Dual Studies - Business Administration and Engineering

company: GEZE GmbH

position: Temporary Sales Assistant

company: Canyon Bicycles GmbH

content:
Meiner Meinung nach sind insbesondere diese drei Fakten zu NIS-2 in Deutschland relevant:

1⃣ Rund 29.000 Unternehmen in Deutschland sind betroffen – darunter viele Mittelständler.
2⃣ Eine ISO 27001-Zertifizierung allein bedeutet noch keine NIS-2-Compliance.
3⃣ NIS-2 keine reine IT-Aufgabe mehr, sondern Führungsverantwortung – inklusive persönlicher Haftung der Geschäftsführung.

Was das im Det

content:
I‘m already looking forward to being back on the beautiful Campus Westend in the coming weeks and meeting as many of you as possible again! 😊

And if you want to learn or have any questions about cybersecurity and what we can learn from hackers, this is the perfect place to discuss them. 😄🤓 #MBA #Cyber #Consulting

content:
Erst kürzlich war ich in unserem RSM Ebner Stolz Video-Format „Fünf Fragen“ zu Gast und durfte in einem gemeinsamen Interview die wichtigsten Punkte zu #NIS2 in Deutschland erklären. 🎥👥

Da sich (leider) noch immer nicht alle betroffenen Unternehmen beim Bundesamt für Sicherheit in der Informationstechnik (BSI) registriert haben und hohe Bußgelder bei Verstößen gegen die Vorgaben an Sicherheitsko

content:
⚠ #NIS-2 ist kein IT-Thema mehr. Es ist ein Vorstandsthema! ⚠

Viele Unternehmen behandeln Cybersecurity leider noch immer wie ein Compliance-Häkchen. Bis der erste Vorfall nicht nur Systeme lahmlegt, sondern Reputation, Kundenvertrauen oder sogar den gesamten Geschäftsbetrieb zum Stillstand bringt #Blackout

Wenn auch oft als "Zwang" gesehen, bringt NIS-2 die Unternehmen jetzt endlich dazu, I

content:
⚠NIS-2 stellt viele Unternehmen aktuell vor große Herausforderungen💥

Wer ist eigentlich betroffen? Welche #Resilienz Maßnahmen sind konkret umzusetzen? Und was ist zu tun, wenn Lücken in der Umsetzung oder Angriffe auf Systeme festgestellt werden?

Besonders komplex sind häufig die richtige Einordnung der #NIS2 Betroffenheit sowie die Verzahnung von IT, Geschäftsprozessen und regulatorischen Vor

evidence_experience: "I am leading individual compliance and security initiatives and projects across various industries" and "national and international consulting projects at Deloitte and Grant Thornton... Cyber & Strategic Risk" - all client delivery work, no internal function ownership.

resolved_account_name: RSM Ebner Stolz


Senjuti Roy Chowdhury

sourced_title: Assistant Research Manager

firm: Prescient

resolved_account_name: Prescient


Nihar Kanodia

sourced_title: Learning and Development

firm: AArete

headline: Learning and Development at AArete

about: Healthcare professional with over ten years experience contributing to diverse healthcare environments including medical devices, government policy, homecare, and currently consulting. Key strengths include adaptability, customer orientation, project management, analytical skills, and development of strategic working relationships. I am interested in innovative healthcare organizations that promote teamwork, foster creativity, and value an entrepreneurial spirit.

position: Learning and Development

company: AArete

description: Global management consulting firm specializing in improving profitability for companies in a variety of industries including Healthcare through revenue optimization, supply chain, performance improvement, and cost reduction.

position: Consulting

position: Consultant

company: Huron Consulting Group

description: Healthcare provider consulting focusing on Patient Flow, specifically considering patient points of entry and discharge while providing operational and implementation support.

position: Client Services Support Engineer

company: Innovative Sports Training

position: Business Development Manager

company: Kennedy Care

description: Kennedy Care, a personalized home care agency for both elderly and disabled individuals, is committed to giving the highest level of compassionate and dependable care to those in need by providing care that increases quality of life, making it possible for patients to live an engaged, active life when that would otherwise be impossible.

position: Summer Intern

company: Medical Device Manufacturers Association

description:
•Prepared research for staff testimonials and Congressional correspondence to address proposed legislation including FDA Globalization and Physician Sunshine Acts.
•Prepared reports on forthcoming FDA issues including the mandatory use of Unique Device Identification for medical devices.

position: Project Manager

company: Microsulis Americas, Inc.

description:
•Managed Microsulis Canada Customer Services and Support. Coordinated daily business operations and oversaw key relationships with hospital clients, monitoring systems and providing on-call support for patients in surgery.
•Conducted engineering tests, safety assessments, and animal studies. Authored corresponding technical reports and co-drafted regulatory documents for FDA submission.
•Forged key supplier relationships. Researched companies for parts manufacturing and testing.
•Trained surgeon

band_reasons: disqualified; ie_unclear

evidence_experience: "Learning and Development @ AArete (Aug 2019 - Present)" with no further description provided; prior roles are "Consulting @ AArete" and "Consultant @ Huron Consulting Group" focused on client delivery (e.g. "Healthcare provider consulting focusing on Patient Flow").

resolved_account_name: AArete


Robert Arnold

sourced_title: Senior Research Director

firm: Frost & Sullivan

headline: Strategic analyst focused on AI and workplace modernization.

about: Strategic analyst and marketer in the business communications, collaboration and employee experience fields. Expert at converting complex market intelligence and competitive benchmarking into impactful thought leadership messaging and go-to-market strategies. Recognized as a top industry analyst with a proven ability to align product roadmaps and marketing initiatives to fuel growth in emerging areas such as AI, employee experience, and workplace modernization.

position: Senior Research Director

company: Frost & Sullivan

description: Market and competitive analysis focused on business communications AI and industry verticals.

position: Senior Unified Communications and Collaboration Product Marketing Manager

company: Verizon Business

description:
Leveraged industry experience and insights to successfully develop and strengthen market messaging for a comprehensive portfolio of unified communications, collaboration, and contact center products and services.
•	Strategic Roadmap Alignment: collaborated across product, pricing, and sales teams to ensure portfolio market positioning remained strictly aligned with partner development roadmaps and campaigns.
•	Thought Leadership: orchestrated development and distribution of thought leadership co

position: Industry Director

description:
Collected, analyzed, and produced quantitative and qualitative content articulating the impact of industry trends for syndicated publication, customer brand marketing, consulting, and best practices recognition programs.

•	Advanced Market Intelligence: built market forecasts, conducted product evaluations, and developed benchmarking methodologies to produce data-informed syndicated research and custom content.
•	Strategic Client Advisory: helped clients identify and position for emerging oppor

position: Program Manager

description:
Coordinated with cross functional teams to evolve operational and sales processes and research focus to align with technology and business landscape shifts.
•	Thought Leadership Evolution: identified emerging areas to expand market research coverage and support the growth of subscription and custom consulting and marketing content programs.
•	Data Analysis & Surveying: designed and analyzed annual IT decision-maker surveys to track, quantify, and report on key customer trends.
•	Inter-Team Orche

position: Senior Industry Analyst and Principal Analyst

position: Senior Analyst - Unified Communications

company: Current Analysis, Inc

position: Corporate Procurement Team Lead

company: MCI WorldCom

content:
Are we over-rotating on AI?

"Companies are rapidly changing their minds that artificial intelligence can “do it all” by rehiring employees to propel their businesses forward"

https://lnkd.in/ebFr-QKy

content: Verticals are the next frontier in deeper cloud comms adoption. Freshen up your favorite daytime beverage for this one.

content: Beam is incredible. Well deserved recognition here from Roopam Jain

evidence_experience: "Collected, analyzed, and produced quantitative and qualitative content articulating the impact of industry trends for syndicated publication, customer brand marketing, consulting, and best practices recognition programs" and "Strategic Client Advisory: helped clients identify and position for emerging opportunities."


Eric Wang

publicIdentifier: eric-wang-tx

sourced_title: Senior Manager - Data Engineering & Analytics | Dallas Data, Insights & Strategy Leader

firm: West Monroe

headline: Southlake City Council - Place 6 | Data, Insights & Strategy Leader | Dallas Arboretum Board Member

about:
Professionally - a data story teller. At heart - a civic leader and life-long volunteer. Undeniably - proud, Rice Owl and Southlake Carroll Dragon.

Experienced leader and advisor with extensive strategic and technical experience in helping organizations leverage data and insights to tell business-centric stories anchored on results & tangible value - having worked in both industry & professional services, as a consultant and ad man.
Most importantly, my passion is driven not just by outcomes, but by the journey to get there - with focus on developing leaders & next generation talent along the way.

Outside of work, I enjoy mentoring fellow & prospective Rice University Owls.
I am also passionate in giving back to my home - the City of Southlake. I have served as a board member for our City's Economic Development, Community Engagement, and Building Board of Appeals organizations.
Additionally, I am currently on the Board of Directors for the Dallas Arboretum - serving on both the Finance & Administration and Earned Revenue Committees.

position: City Council

company: City of Southlake, Texas

description: Proudly elected and sworn in to City Council, Place 6 - May 2026. As a council member, I serve as the board of directors for the City of Southlake - a vibrant city that draws visitors from all around the country & world, while still retaining our unique small town, community feel. With my fellow councilmembers and our Mayor - we evaluate and provide direction for strategic initiatives that impact the city and its multi-year comprehensive plan - ranging from public safety to development to budget

company: West Monroe

position: Sr Vice President - Technical Program Group Manager, Data & Analytics | Agile Transformation Lead

company: Citi

position: Manager - Data, Analytics, & Digital Transformation

company: West Monroe Partners

description: ● Directed and supervised team of 9 engineers, consultants, and architects on the design, creation, implementation, and go-live of a multimillion dollar Azure platform and associated digital transformations for a $14Bn+ bank; teamed with C-Suite, IT, PMO, and TMO to surpass milestones set for 4 data go-lives over the span of <10 months by outlining product milestones, defining future roadmap, managing client & West Monroe resources (people, budget, morale), and overseeing continuous enhancements

position: Transformation Consultant - AI/ML, Strategy, & Data Analytics

company: Slalom Consulting

description:
● Led digital marketing, customer outreach, and business strategy transformations development for specialized advanced analytics, AI/ML team
● Unified and presented to senior leaders across Data Science, Customer Experience, and Sales to spark the creation of new, cross-team offerings - ranging from AI-driven product measurement & refinement to industry-disrupting AI-driven customer journey transformations
● Spearheaded data engineering and integration efforts for an AI/ML matchmaking / networ

position: Head of Insights & Analytics-Driven Strategies | Senior Associate - Strategic Initiatives

company: Ackerman McQueen

description:
● Executed digital and organizational transformation - brought in as an internal consultant to drive top-down cultural and organizational change that evolved agency to become data-centric, data-driven, and operationally lean; evangelized data & analytics products - QlikSense, Power BI, Google Data Studios, and expanded portfolio of agency's service offerings to include: analytics & data strategy, brand valuation, process improvement, marketing automation, and omnichannel marketing
● Formed and l

position: Independent Consultant - Strategy, Project, & Product Management

company: Green & Grow Inc.

description:
● Architected and managed the creation of a proprietary investment strategy platform that leveraged business decision analytics and a scalable concordance algorithm integrated with an in-house patent & publications database, in order to analyze trends and shifts in any target industry; proposed product tech stack and roadmap to company executives
● Drove strategic trend and comparative analyses of the macroscopic agricultural industry, F500 rivals, and similar products, in order to identify area

position: Consultant - Strategy & Data Analytics

description:
● Led and championed multiple, strategic sales and marketing initiatives with global executives at a $27Bn+ chemical company to revolutionize and disrupt existing sales approaches by leveraging leading technologies, disruptive software, data analytics, standardized processes, and transformative change initiatives
● Advised leadership on risk mitigation, resource allocation, and quality-control strategies, while serving as the technical project lead for team of 10 on a strategic global, SAP data

evidence_experience: "Directed and supervised team of 9 engineers, consultants, and architects on the design, creation, implementation, and go-live of a multimillion dollar Azure platform and associated digital transformations for a $14Bn+ bank" - client delivery work, not internal firm knowledge/IP ownership.

resolved_account_name: West Monroe


Rachit Kaul

sourced_title: Digital Transformation Consultant

headline: Project Management Consultant | Enterprise Transformation | Business Consulting | Program Delivery

about:
I’m a Transformation Consultant focused on turning business complexity into scalable, digital-first operations. I work at the intersection of strategy, execution, and adoption, helping organizations modernize supply chain, procurement, logistics and operational processes through technology enablement and structured change.

My experience spans enterprise programs for Nestlé, IFB, and Unilever, where I’ve led logistics and procurement digitalization initiatives including TMS and iCAT platform implementations, process standardization, KPI governance, and cross-functional rollout. I specialize in end-to-end delivery — from requirement shaping and system deployment to stakeholder alignment, user adoption, and performance tracking.

Alongside transformation work, I bring a strong business and sales operations lens from roles with OPPO (via Concentrix), Aditya Birla Fashion, and early-stage partnerships, giving me a practical understanding of customer experience, revenue drivers, and frontline operations. This helps me design solutions that are not just system-efficient, but commercially impactful.

I’m particularly interested in large-scale transformation programs where execution discipline, stakeholder management, and change leadership determine success.

position: Management Consultant

company: Thoucentric

description:
Current: Project Manager- Unilever | iCAT CLM Procurement Platform
Led 25+ iCAT procurement enhancements and onboarding initiatives, partnering with global SAP ECC/BTP stakeholders to drive digital transformation, improve operational efficiency by 30–40%, and achieve ~95% on-time delivery with ~98% deployment success.

Project 2: Project Manager- Stackbox | Logistics Transformation Program – IFB
Led IFB’s TMS pilot, integrating with ERP to automate freight, dispatch, and shipment visibility, wh

position: Operations and Quality Assurance

company: Moment

description:
- Worked closely with operations teams, product development, GTM, and other departments to ensure alignment on quality objectives and maintained key performance indicators (KPIs).
- Conducted 4 regular quality audits every week, identifying areas for improvement, and developed strategies for enhancing overall product quality.
- Led 10+ process improvement initiatives to streamline operations and reduce inefficiencies, resulting in improved productivity.
- Actively pursued professional developmen

position: Strategic Partnerships & Business Development

company: Oges Solutions Pvt Ltd

description:
- Secured 3 new projects by converting 2 clients, boosting business growth.
- Developed client relationship while marketing the company during the India Energy Week at the G20 Summit.
- Crafted 15 impactful visuals for a successful launch, managed stakeholder engagement for conversions.
- Led campaign marketing and engaged with reps from top firms like ONGC, Indian Oil, and Schlumberger.

position: Senior Member - Alumni Committee

company: Symbiosis Institute of Business Management (SIBM) Bengaluru

description: Part of a 6-member team that is responsible for the Alumni management and engagement activities of the college. Trained and guided the junior team to organize and manage the events while maintaining the legacy.

position: Member - Alumni Committee

description: Responsible for fostering a strong and mutually beneficial relationship between the college and the alumni network.

position: Summer Intern | Retail Sales and Store Operations

company: Aditya Birla Fashion and Retail Ltd.

description:
- Worked B2C and increased revenue of the store by experimenting with the Visual Merchandising.
- The project utilized the DCR report to analyze and classify store articles for the VM, leading to an almost twofold increase in sales revenue for that particular month.
- Learned and performed 10+ Front of the House (FOH) and Back of the House (BOH) operations daily.
- Contributed NSV of Rs. 9,53,304 to the store, adding to the store KPIs.
- Completed weekly 100% targets and 120% targets of straight

position: Live Project | Business Development

company: Urban Company

description:
- Boosted growth and increased sales of the company through Business Development.
- Researched, surveyed, and investigated the market to gather data of the potential clients.
- Provided 50+ leads and achieved 10+ targets on a weekly basis by analyzing the data.
- Revitalized 20+ client relationships and developed 10+ new business opportunities.

position: Sales and Marketing Management Trainee

company: IFortis Corporate

description:
- Sold 5 events of the company by networking and marketing through Social Media.
- Segmented 600+ leads and refined sales by conducting polls and campaigns.
- Contacted 30+ potential leads and converted 10 sales by approaching the customers.
- Attained 5+ weekly targets and managed consistent engaging posts on Instagram.

evidence_experience: "Led IFB's TMS pilot, integrating with ERP to automate freight, dispatch, and shipment visibility... Managed KPIs, dashboards, UAT" - all describes client-facing delivery for named external clients, not internal firm knowledge/AI ownership.


Deepak Bundela

firm: DPCon Solutions LLC

headline: Chief Enterprise Solution Architect- Digital Transformation

about:
A Seasoned and Experienced Professional  with over Two decades of expertise in following areas :
- Business Process Consulting in various industries (CPG, Pharmaceutical, High Tech, Oil&Gas etc.)
- Helping Small, Medium and large sized business across industry segments to define S/4HANA adoption strategy and roadmap through valuable insights focusing on process innovations/improvements, data integrity and “TRUE” user experience
- S/4HANA implementation and migration
- Developing a business case to unleash the potential upside in business
- Managing individual P&L to meet revenue target
- Manufacturing Planning and Supply Chain Expert
- IT Process Consulting (DevOps streams like Change Mgmt, Release Mgmt, Test Mgmt)
- Clinical Trial Supply Management  for Pharma and Medical Device (Randomization, Blinding, Packaging, Labeling etc..)
- Tools in managing ITIL operations
- Variant Configuration, APO/PPDS
- Innovative thinker to provide solution using NextGen Technologies (Mobility, AI, Machine Learning etc.)
- Serialization in Life Science Industry
- Program/Project Management
- Business Analysis
- Defining Testing strategy with risk analysis
- Steel Manufacturing

company: UST

position: Founder and Managing Partner

company: DPCon Solutions LLC

position: Chief Executive Officer

position: S/4HANA Transformation Expert

position: Senior Director- Business Transformation and S4 HANA Solutions

company: LTI

position: Senior Principal Consultant

company: Infosys

position: Principle Business Consulting

description:
1. Principal Business Consulting for Life Sciences Industry particularly for large Pharma and Medical Device Industry

2. Expertise in Clinical Trial Supply Management, Medical Device Tracking, UDI and IT tools.

3. Core competency in Manufacturing & Logistics domain .

4. Expert in SAP Solution Manager in the areas of Template Management, Change Management, Document Management and Test Management.

5. Expert in proving Consulting in Pharma Industry, Steel Industry, Oil &Gas Industry and CPG In

position: Business Specialist

company: Patni Computer Systems

content:
As a Chief Enterprise Architect leading ERP-driven digital transformation programs and an entrepreneur, I consistently explore how "AI" can be utilized across people, processes, and technology to enhance productivity and create a sustainable competitive advantage.

This week, I was reminded of the significant limitations of AI. While attending the International Congress of Cross-Cultural Psycholog

content:
Excited to share a major milestone in our journey — the acquisition of Taciti Consulting by UST.

This partnership brings together Taciti’s deep SAP transformation expertise with UST’s global scale and innovation capabilities, enabling us to deliver even greater value to our clients.

I’m incredibly proud of what our team has built and grateful to our clients and partners for their continued trust

evidence_experience: "Business Process Consulting in various industries... Helping Small, Medium and large sized business across industry segments to define S/4HANA adoption strategy" and "Managing individual P&L to meet revenue target" - all client-facing delivery and business development, no internal knowledge-function ownership.


Mihnea Tatu-Chitoiu

publicIdentifier: mihnea-tatu-chitoiu

sourced_title: Associate - Data & Antitrust

firm: Charles River Associates

headline: Charles River Associates | Data Science, Economics

about:
Data & Antitrust Associate in economic consulting with an academic foundation in Data Science and Economics. Experienced in managing large datasets and applying machine learning solutions using Python, SQL, and PySpark.

Feel free to connect with me at: mihneatatuchitoiu1@gmail.com

position: Associate - Data & Antitrust

company: Charles River Associates

position: Pricing Strategy Intern

company: Santander Consumer USA

description:
-Employed SQL (T-SQL) and Python (NumPy, pandas, datetime) to summarize 270,000+ transactions spanning across 5 years for approximately 40,000 auto leases into a dataset with 60 features detailing clients’ payment behavior and final bill charges
-Performed data cleaning, exploratory data analysis (using Seaborn and Matplotlib), and data validation to ensure feature reliability and discover payment patterns, and engineered ~20 variables that boosted model performance by ~10%
-Conducted variable b

position: Data Science Project Lead

company: DataRes at UCLA

description:
-Led a team of 5 to evaluate 3 HuggingFace LLMs on a 90,000+ question dataset for an AI onboarding startup, defining a text cleaning framework with Python’s RegEx and using NLTK to compute 5 performance metrics including BLEU and ROUGE-L
-Generated a TF-IDF matrix through feature engineering in Jupyter Notebooks and used it to train Random Forest and Naive Bayes models, achieving a 5% gain over a majority class prediction model in determining joint LLM question answering ability

position: Risk Advisory Intern

company: Deloitte

description:
-Contributed to the development of a forward stepwise regression model in Python by implementing Lasso regularization and correlation filtering to reduce overfitting and multicollinearity within predictor subsets
-Constructed Logistic Regression and Random Forest models in R to predict creditworthiness, improving AUC score by ~1.33%

evidence_experience: "Data & Antitrust Associate in economic consulting with an academic foundation in Data Science and Economics. Experienced in managing large datasets and applying machine learning solutions using Python, SQL, and PySpark." - all roles are client-delivery or internship data science work, not internal function ownership.

resolved_account_name: Charles River Associates


Sabiqu Nk

sourced_title: Lead Consultant - Data Science

firm: Beinex

headline: Lead Consultant - Data science at Beinex

about: Experienced Data Analyst with a demonstrated history of working in the Computer Software industry. Skilled in Management, Networking, SAS, Python,R, and Microsoft Excel. Strong information technology professional with a Master of Technology - MTech focused in Engineering Statistics from Cochin University of Science and Technology.

position: Lead Consultant - Data Science

company: Beinex

position: Consultant - Data science

position: Data Analyst

company: Krythium

position: ML Developer Intern

company: Suyati Technologies

position: Project Intern

company: VSSC - Indian Space Research Organization

position: Base Value prediction of IPL players by using CART

company: Indian Statistical Institute(SQC & OR)

evidence_experience: Experienced Data Analyst with a demonstrated history of working in the Computer Software industry. Skilled in Management, Networking, SAS, Python, R, and Microsoft Excel.

resolved_account_name: Beinex


Victor Epstein

sourced_title: Associate Principal - Risk, Investigations & Analytics

headline: Associate Principal | Risk, Investigations & Analytics at Charles River Associates

about:
I am a bilingual (fluent Russian) investigator with a background in investigative journalism, specializing in the application of social media analytics research to complex investigations - both in terms of ongoing social media content monitoring and in using connection analysis and network mapping tools to better understand relationships between key parties of interest in an investigative context.

As an Associate Principal within the Risk, Investigations & Analytics Practice of CRA, I conduct and manage varied investigative matters including: internal and external corruption and corporate fraud investigations, complex litigation support engagements, pre-transactional due-diligence cases, opposition research for proxy contests, hostile takeover matters, asset trace and recovery matters, FCPA investigations, construction integrity monitoring and bank compliance/AML lookback reviews.

position: Senior Associate

position: Director - Global Risk and Investigations

company: FTI Consulting

description: Member of the Global Risk & Investigations team at FTI Consulting. Focus on White Collar & Corporate Crime Investigations.

position: Lead Analyst

company: AlphaSights

position: News Editor (Volunteer)

company: In the Fray

description: Non-profit online magazine.

position: Senior Research Analyst

company: Wealth-X

position: City Desk News Intern

company: New York Daily News

evidence_experience: "I conduct and manage varied investigative matters including: internal and external corruption and corporate fraud investigations, complex litigation support engagements, pre-transactional due-diligence cases..."


Sneha Varma

sourced_title: RWE Data Scientist

firm: Mu Sigma Inc.

headline: Senior Analyst - Analytics & Intelligence

about:
Data analytics professional with 4+ years of experience working on complex, real-world datasets and turning them into clear, actionable insights. I’ve contributed to analytics initiatives spanning medical devices and oncology, supporting outcome evaluation, patient journey analysis, and evidence generation across diverse data sources.

I enjoy working at the intersection of data, problem-solving, and collaboration bringing structure to ambiguity, asking the right questions, and delivering high-quality work with consistency. Known for a methodical approach, reliability, and strong stakeholder communication, I value continuous learning and building solutions that make a real impact.

Always curious, always learning, and driven by meaningful outcomes.

company: Roche

position: RWE Data Scientist

company: Mu Sigma Inc.

position: Research Intern

company: Silizium Circuits

position: Research And Development Intern

company: V-Guard

content:
Some beginnings just feel a little more special. 🤍

Really happy and grateful to be starting my journey with Roche.

A new place, new people, new things to learn - and so much to look forward to.

Here’s to a beautiful new beginning. ✨

content:
Four years. A lot happened in between.

When I joined Mu Sigma Inc., I was stepping into my first professional chapter with so much to learn. Four years later, I leave with experiences that have shaped the way I work, think, and approach challenges.

There were good days, difficult days, lessons, laughs, and most importantly, people who made the journey meaningful. I’m grateful for everything this

evidence_experience: "I've contributed to analytics initiatives spanning medical devices and oncology, supporting outcome evaluation, patient journey analysis, and evidence generation across diverse data sources."

resolved_account_name: Mu Sigma Inc.


Rong Yi

publicIdentifier: rongyi

sourced_title: Principal, Data Science Modeling Practice

firm: Milliman

headline: Principal @ Milliman; Leading Data Science Modeling Practice

about:
I'm a principal at Milliman and responsible for the firm's Data Science Modeling Practice. I work with clients to leverage our decades of consulting experiences, deep knowledge about healthcare, health policy, healthcare data, and AI/machine learning to address emerging challenges. Some of our recent work has revolved around social drivers of health, climate change, supporting payment reforms to achieve more equitable care, developing new risk adjustment and predictive modeling methodologies to better support value-based care, and helping clients develop their own data science teams and capabilities.

Over the years I have taken on various roles Milliman, including leading the Greater China healthcare analytics practice and the Risk Adjustment practice. I have developed many risk adjustment methodologies, predictive models and measurement tools for US and international clients on health care and related fields. These models, tools and methodologies have been widely used in the healthcare industry, including:

•	HCC risk adjustment and predictive models for the U.S. commercial, self-insured employers, and private exchange populations. The models have been widely used for budgeting, resource allocation, payment reform and program evaluations;
•	HCC risk adjustment models for public programs such as the Massachusetts uncompensated risk pool, the Massachusetts ACA individual and small group market, and for Medicaid managed care;
•	Diagnosis-based risk adjustment methodology for German physician payments;
•	First ever large population claim-based commercial health insurance pricing tool for the Greater China market;
•	Long-range disease progression prediction tool for the Greater China market

I'm an economist by training. Love books, music, art, and traveling.

company: Milliman

description: Lead business development, practice management and client engagements for Milliman's Data Science Modeling practice. Recent work includes in assisting clients in digital transformation and data science capabilities development, developing new models and methods to better support clinical interventions, resource allocation in value-based care, healthcare payment reform initiatives, health equity, and climate risk analysis. Very actively involved as a thought leader in risk adjustment methodology

position: Principal, Greater China Healthcare Analytics Practice

position: Principal and Healthcare Management Consultant

position: 大中华区医疗管理咨询部负责人 合伙人

description: Led the business development, practice management and client engagements for the mainland China, Taiwan and Hong Kong healthcare markets.

position: Adjunct Professor

company: Institute for Global Health and Development, Peking University

position: VP, Consulting; Senior Scientist

company: Verisk Health/DxCG

description: Lead research and consulting in risk adjustment and predictive modeling for health care, worker's compensation, and disability management. Works with health plans, workers comp organizations, government agencies, consultants,and researchers worldwide on the application of DxCG's models and methods. A frequent speaker at academic and professional conferences.

position: Adjunct Faculty and Lecturer

company: Boston University

content:
The devastation caused by the Spokane fires is heartbreaking. I was honored to see USA TODAY (https://lnkd.in/gMJEMctP) cite research my colleagues and I conducted for the Society of Actuaries Research Institute (https://lnkd.in/gF-R9eNy).

Our study found that the health effects associated with PM2.5 pollution and extreme heat can extend beyond the immediate disaster and persist over time, with s

content: Congratulations to Seema Wadhwa, Chethan Sarabu, MD and the others on getting this event launched. We sponsored and advised/judged the first event in NYC last year, and will continue to serve a similar role this year.

evidence_experience: "Lead business development, practice management and client engagements for Milliman's Data Science Modeling practice... assisting clients in digital transformation and data science capabilities development" - explicitly client delivery work, no internal ownership of Milliman's own knowledge/IP-reuse function.

resolved_account_name: Milliman UK


Brandon Maddick

sourced_title: Director - AI Practice

firm: Crosslake Technologies

headline: Driving AI impact across product, GTM, and internal transformation.

position: Director - AI Practice

company: Crosslake Technologies

position: Strategy Manager - AI for Indeed

company: Indeed

description: - Drove AI transformation in product, operations, and GTM

position: GTM Sr. Lead

description: - Improved enterprise employers' experience on Indeed

position: GTM Lead

description: - Enhanced Indeed's capabilities for ATS users.

position: Consultant

company: McKinsey & Company

position: Head of Product

company: Eloquent Labs - acquired by Square

description:
- Grew Eloquent from pre-product NLP technology company to 8-figure SaaS business
- Transformed Product from research-based tech to Enterprise SaaS solution
- Led all GTM, Marketing, and Sales
- Successfully grew client base of large enterprises, including Fortune 100s

position: Process Engineer Internship

company: Seagate Technology

description: - Launched product lifecycle process that drove organizational efficiency across hard drive segment

position: Supply Chain Internship

description:
- Uncovered $20mm supply chain savings opportunity through ML analysis
- Deployed improved demand forecasting time-series ML model used across global supply chain

evidence_experience: "Drove AI transformation in product, operations, and GTM" (Indeed) and "Driving AI impact across product, GTM, and internal transformation" (headline) - all point to client/product-facing AI work, not ownership of an internal knowledge/IP function at their own firm.

resolved_account_name: Crosslake Technologies


Victoria Roger

sourced_title: Senior Consultant - Strategy & Transformation

firm: Kéa

headline: Strategy & Transformation consulting | Omnichannel | ex-L’Oréal/PUIG

about:
Strategy & Transformation Leader | Luxury & Consumer (ex-L'Oréal & Puig)

Strategy and transformation leader with 10 years of experience across luxury and consumer goods, combining global corporate roles (L’Oréal, Puig) and strategy consulting.
I specialize in regional expansion, market prioritization, retail rollout, and operating model transformation across Asia and Europe, with active exposure to US, Middle East, and LATAM growth dynamics.

Experienced in working with C-level stakeholders on P&L ownership, 3-year strategic planning, budgeting & forecasting, and multi-country business performance management, as well as governance and execution in complex, multi-market environments. I also have experience in team leadership, performance management, and execution follow-up.

Expertise: Strategy & Business Transformation | Brand & Marketing Strategy | Retail Excellence | P&L & Financial Performance Management | Data-Driven Insights | Digital & AI-enabled Growth | CSR & Sustainability

🌍 International experience: France, Spain, Japan, USA
🗣 French, English, Spanish

position: Senior Consultant, Strategy & Transformation          Consumer goods | retail | Luxury

company: Kea & Partners

description:
- Delivered high-impact business and performance programs for leading luxury players, including a €150M+ industrial scale-up for a high-jewelry Maison, supporting strategic capacity and investment decisions in a complex environment
- Led client experience and clienteling transformation initiatives across 8+ markets, defining omnichannel and retail activation strategies leveraging client data and insights to enhance engagement, conversion and long-term client value
- Supported Executive Committee

position: Senior Marketing Manager, PUIG, Caroline Herrera

company: Puig

description:
- Led end-to-end development and global launch of the Carolina Herrera makeup line, leveraging consumer insights and client understanding to define product strategy, client positioning and premium client experience across retail and digital touchpoints
- Defined international expansion strategy and launch sequencing across 20+ markets, prioritizing investments and markets to drive double-digit growth while balancing brand equity, client value and profitability
- Managed €30M+ business scope and

position: International Project Manager, L'ORÉAL, L'Oréal Paris make up

company: L'Oréal

description:
- Led go-to-market execution and performance steering, ensuring alignment between brand strategy, retail execution and client experience priorities across markets
- Managed media budgets and investment allocation, optimizing cross-channel performance and supporting data-driven decision-making
- Drove performance monitoring, KPI tracking and forecasting, securing sell-in and sell-out objectives and enabling more accurate business planning
- Leveraged consumer insights and market data to refine ac

position: International Project Manager DMI, L'ORÉAL, Maybelline

description:
- Contributed to global go-to-market strategies and international rollouts across Asia, supporting alignment between product strategy, market priorities and business performance
- Drove e-commerce performance optimization, improving conversion and commercial effectiveness through testing, content refinement and regional coordination
- Established retailer guidelines and brand governance, ensuring consistency, execution discipline and performance alignment across markets

position: Global Marketing assistant, AVON Cosmetics

company: Avon

description:
Built and presented consumer segmentation and innovative product concept
Highlighted commercial opportunity & ran lifecycle management on portfolio to increase SKU profitability and ROI

position: Trade Marketing coordinator, COTY

company: Coty

description:
Managed monthly regional calls to develop optimal marketing and business development plans with optimized product lineup and helped streamline global merchandising
Tracked market shares evolution, sell-in/sell-out/media investment analysis


Mohamed Ali ESGHAYER

sourced_title: Architecte sécurité de l'information

firm: Cofomo

headline: CISSP

position: Architecte sécurité de l'information

company: Cofomo

company: Banque

position: Network Engineer

company: SATEC

position: IT Engineer

company: Tunisian Qatari Bank

evidence_experience: "Architecte sécurité de l'information @ Cofomo (Mar 2021 - Present)" with no described internal ownership scope; prior "chief information security officer (CISO) @ Banque" was at a separate bank employer, not the current consulting firm.

resolved_account_name: COFOMO