Ana Geão

publicIdentifier: anageao

firm: Winning

headline: Project Manager | R&D and Innovation Consultant | EU Funds

company: Winning

description: Currently managing the european and national funded projects of ULS São João, which is serving as a living lab for testing and implementing new digital and technological solutions in healthcare - particularly in the fields of robotics, artificial intelligence and medical technology.

evidence_experience: "Currently managing the european and national funded projects of ULS São João, which is serving as a living lab for testing and implementing new digital and technological solutions in healthcare"

resolved_account_name: Winning


Kevin uriel Manzano rios

publicIdentifier: kevinurielmanzanorios

sourced_title: AI Architect / Delivery Manager I

firm: Nfq Advisory, Solutions, Outsourcing

headline: AI Architect / Delivery Manager I en Nfq Advisory, Solutions, Outsourcing

position: AI Architect / Delivery Manager I

company: Nfq Advisory, Solutions, Outsourcing

end: Present

disposition: UNQUALIFIED

internal_vs_external: unclear

band: review

band_reasons: technical_builder_no_ownership; ie_unclear; low_conf; company_concern; builder

evidence_experience: No experience description provided beyond title and dates.

resolved_account_name: Nfq Advisory, Solutions, Outsourcing

in_612: yes

in_575: yes

suppressed: no


Beatrice Cocchia

publicIdentifier: beatrice-cocchia

sourced_title: Digital Content & E-commerce Specialist

firm: Arsenalia

headline: Digital Marketing & E-commerce Specialist | Luxury · Digital Merchandising · E-commerce Content · Product Management

about: Digital Marketing & E-commerce Specialist with experience across luxury, fashion, digital content and merchandising. I currently manage e-commerce product content, product information and digital merchandising for luxury clients, working across product catalogues, online presentation, content accuracy and brand consistency. My experience combines digital content, e-commerce, copywriting, editing and product management, supported by a background in international sales and marketing.Core areas: • E-commerce Content & Product Management • Digital Merchandising • Content Strategy & Copywriting • Product Information & Catalogue Management • Digital Marketing & Analytics Tools: Salesforce · Adobe Creative Suite · Canva · Google Analytics · WordPress · Figma I am particularly interested in opportunities within luxury, fashion, e-commerce and digital in Paris, where I can contribute to international teams and customer-focused digital experiences.

position: Digital Content & E-commerce Specialist

company: Arsenalia

description: - Manage e-commerce product content and information through Salesforce, including product descriptions, pricing, categorisation and online presentation. - Curate and maintain online product catalogues, ensuring accuracy, consistency and alignment with luxury brand guidelines. - Manage digital merchandising and product presentation for fashion luxury clients - Write, edit and proofread content in Italian and English, ensuring consistency with brand tone of voice and editorial standards.

disposition: DISQUALIFIED

internal_vs_external: external

role_nature: other

band: clear

band_reasons: disqualified

evidence_experience: Manage e-commerce product content and information through Salesforce, including product descriptions, pricing, categorisation and online presentation... for fashion luxury clients

resolved_account_name: Arsenalia


George Zouros

sourced_title: Director Assurance/ Tax Compliance

firm: Grant Thornton Greece

headline: CPA, Director - Grant Thornton Greece

about: CPA, Director - Grant Thornton Greece

position: Director Assurance/ Tax Compliance

company: Grant Thornton Greece

evidence_experience: Director Assurance/ Tax Compliance @ Grant Thornton Greece (12/2021 - Present)

resolved_account_name: Grant Thornton Greece


John michael De lastic

publicIdentifier: johndelastic

sourced_title: Delivery Consultant

firm: Cartesian

headline: Lead ETL Consultant (Data Migration) at Virgin Media

position: Delivery Consultant

company: Cartesian

evidence_experience: "Delivery Consultant @ Cartesian (10/2013 - Present)" with headline indicating client-site technical delivery work.

resolved_account_name: Cartesian


Cynthia Bravo

publicIdentifier: csbbravo

sourced_title: Country Head – Portugal

firm: MJV Technology & Innovation

headline: Country Head Portugal | MJV Technology & Innovation

position: Country Head – Portugal

company: MJV Technology & Innovation

band_reasons: disqualified; low_conf

evidence_experience: Only a single job entry with no description of duties beyond the title itself.

resolved_account_name: MJV Technology & Innovation


Oliver Lee

sourced_title: AI Consultant / Developer

firm: AMCL

headline: Computer Science at Haverford College

position: AI Consultant / Developer

company: AMCL

description: Designing and developing an automated workflow that finds pre-indicators of RFPs for asset management consultants.

band_reasons: disqualified; builder

resolved_account_name: AMCL


Kim Bloch

sourced_title: Manager - Primary Data Intelligence Unit

firm: Genesis Analytics

headline: Primary Data Intelligence at Genesis Analytics | Research | Data systems | Quality Assurance | Analytics

about: I am a primary data and data systems specialist with 15+ years of experience designing and delivering large-scale quantitative research in complex and resource-constrained environments. I lead end-to-end quantitative research and primary data operations, spanning sampling, methodology, questionnaire design and scripting for mobile data collection, fieldwork management, quality assurance, analytics, and reporting. I design complex data systems for automating quality assurance, streamlining field operations, and producing clean, release-ready datasets, as well as standalone databases for enterprises that serve as central repositories and power automated workflows. I work extensively with tools such as SurveyCTO, Airtable, Google Sheets, Stata, and Softr to build efficient, scalable, high-integrity data solutions. Beyond leading project delivery, I contribute to strategy, business development, capacity building and systems strengthening.A career highlight was founding Umthunzi Farming Community (2018-2021), a Cape Town-based social enterprise that economically empowered small-scale farmers through access to a fair and transparent marketplace supplying businesses and home buyers. As founder and head of operations, I engineered an end-to-end digital supply chain platform leveraging my data systems skills to power inventory, logistics, and sales. Under my leadership, Umthunzi became Cape Town’s largest marketplace for smallholder farmers, generating over R4 million with 70% returning directly to growers.

company: Genesis Analytics

evidence_experience: "I lead end-to-end quantitative research and primary data operations, spanning sampling, methodology, questionnaire design and scripting for mobile data collection, fieldwork management, quality assurance, analytics, and reporting."

resolved_account_name: Genesis Analytics


Khushi Rastogi

publicIdentifier: khushiirastogi

sourced_title: Business Consultant

firm: Blackmont Consulting

headline: Final Year BA (Hons) Economics, University of Manchester | Business Consultant @ Blackmont | Strategy & Data Analytics | Excel | Power BI | SQL

about: I am a final-year BA (Hons) Economics student at the University of Manchester with experience across business consulting, audit, business development and analytics. Through consulting projects, internships and leadership positions, I have developed strong analytical, commercial and stakeholder management skills while working on real business challenges.My experience includes:- Conducting market research, competitor analysis and strategic business research for client projects- Supporting audit engagements through financial analysis, compliance and reporting- Developing business development strategies and partnership opportunities- Analysing operational and workforce challenges using structured business frameworks- Presenting evidence-based recommendations to stakeholdersI work confidently with Microsoft Excel, Power BI, R and Microsoft Office, and I am currently strengthening my SQL skills. My academic background in Economics has given me a strong foundation in quantitative analysis, economic reasoning and data-driven decision-making.Alongside my professional experience, I have led university projects, managed society finances, coordinated marketing initiatives and worked with diverse teams to deliver measurable outcomes.I am currently seeking graduate opportunities in:• Business Analysis• Data Analysis• Management Consulting• Strategy Consulting• Business Intelligence• Commercial Analytics• Policy Analytics

position: Business Consultant

company: Blackmont Consulting

band_reasons: disqualified; company_concern

evidence_experience: "Conducting market research, competitor analysis and strategic business research for client projects- Supporting audit engagements through financial analysis, compliance and reporting- Developing business development strategies and partnership opportunities"

resolved_account_name: Blackmont Consulting


Ana luisa Brum franklin

sourced_title: Innovation Manager

firm: ABGI Brasil

headline: Innovation Manager na ABGI Brasil

about: Graduada em Administração de Empresas, com pós-graduação em Finanças pela Fundação Dom Cabral. Atuo há mais de 10 anos na Gestão Estratégica de Recursos para Inovação, envolvida em projetos de incentivos fiscais à inovação tecnológica (Lei do Bem e Rota 2030), estruturação de ambientes de inovação e outros projetos de captação de recursos à inovação em empresas de diversos setores.

position: Innovation Manager

company: ABGI Brasil

description: A Abgi Brasil é uma consultoria pioneira, atuando desde 2007, com visão internacional e ampla das opções de incentivos fiscais e recursos financeiros, melhores práticas de processos e ferramentas para gestão da inovação e ESG e acompanhamento das tendências tecnológicas globais. Fazemos parte do grupo francês Visiativ, player global com experiência no desenvolvimento de sistemas, infraestrutura, transformação digital, design, prototipagem rápida, inovação, recursos financeiros e processos para i

evidence_experience: "Atuo há mais de 10 anos na Gestão Estratégica de Recursos para Inovação, envolvida em projetos de incentivos fiscais à inovação tecnológica (Lei do Bem e Rota 2030), estruturação de ambientes de inovação e outros projetos de captação de recursos à inovação em empresas de diversos setores."

in_612: no

in_575: no

match_method: unresolved


Zvia Faro

firm: Actionable Strategies

headline: Managing Director, Data Analytics and Information Engineering at Actionable Perspectives

about: Extensive experience delivering innovative software products (SDLC) with responsibilities for development, quality assurance, database administration, release engineering, client support, IT, network operations, partnerships and client services. Able to meet business goals through proper team building, outsourcing, aggressive cost cutting, strategic relationship management and integration.

company: Actionable Strategies

description: Actionable Perspectives helps clients formulate winning strategies, optimize operations and unlock business value from their data. We provide clients with strategic experience in global markets, business expertise, operational insights, technology capabilities, enterprise data management experience and big data capabilities. Actionable Perspectives delivers rapid results that provide sustainable value.

evidence_experience: "Actionable Perspectives helps clients formulate winning strategies, optimize operations and unlock business value from their data. We provide clients with strategic experience in global markets, business expertise, operational insights, technology capabilities, enterprise data management experience and big data capabilities."

resolved_account_name: Actionable Strategies


Valentina Casale

sourced_title: Governance & Compliance Leader

headline: GRC Advisor presso Arsenalia CCISO - LEAD AUDITOR ISO27001, ISO22301, ISO20000-1, CDPO, ISO9001,BLACK BELT, ITIL, PRINCE2

about: Il mio percorso nasce nei sistemi di gestione aziendale, dove ho costruito competenze trasversali su Qualità, Sicurezza, Ambiente e Business Continuity, imparando a leggere l’organizzazione nella sua interezza: processi, persone e interdipendenze. Negli anni, questo approccio sistemico si è evoluto naturalmente verso la governance della sicurezza delle informazioni, dove oggi concentro la mia attività come Cybersecurity Governance Manager e Risk & Compliance Specialist. Oggi progetto e coordino framework GRC integrati (Governance, Risk & Compliance) che uniscono ISO/IEC 27001, NIS2, GDPR/ISO 27701 e ISO 22301, aiutando le organizzazioni a trasformare la conformità normativa in valore concreto e resilienza operativa. Lavoro a stretto contatto con CISO, IT Manager e Direzioni per definire politiche, metriche (KPI/KRI) e piani di miglioramento basati su risk management (ISO 31000, ISO 27005), BIA, incident response, TPRM (Third-Party Risk Management) e monitoraggio continuo della sicurezza. Il mio approccio è pragmatico e orientato al risultato: credo che la governance non debba essere solo “compliance”, ma leadership organizzativa. Dal risk assessment alla reportistica per il board, dal framework ISO alla gestione operativa delle misure di sicurezza, accompagno le aziende nel passaggio da “adempimento” a consapevolezza del rischio e resilienza digitale. Oggi continuo a rafforzare la mia prospettiva manageriale attraverso il percorso di certificazione CCISO (Certified Chief Information Security Officer), con l’obiettivo di consolidare la visione strategica della cybersecurity come leva di valore aziendale.

position: Governance & Compliance Leader

evidence_experience: "Lavoro a stretto contatto con CISO, IT Manager e Direzioni per definire politiche, metriche (KPI/KRI) e piani di miglioramento... aiutando le organizzazioni a trasformare la conformità normativa in valore concreto"


Ricardo Greenfield

publicIdentifier: ricardogreenfield

sourced_title: Member of Executive Management Board

firm: EurA AG

email_status: ok/good

headline: Member of Executive Management Board at EurA AG | Managing Director EurA Innovation Ecosystems

position: Member of Executive Management Board

company: EurA AG

disposition: QUALIFIED

primary_strip: A

band_reasons: ie_unclear; low_conf; company_concern

evidence_experience: No experience detail beyond title and dates: "Member of Executive Management Board @ EurA AG (04/2021 - Present)"

resolved_account_name: EurA AG


Abby Hilleshiem-scott

publicIdentifier: abbyhilleshiem

sourced_title: Senior Manager Risk Advisory

firm: CFGI

headline: INTERNAL AUDIT LEADER | Expertise in Audit Leadership | Internal Audit | Internal Controls | SOX-404 | SOX Testing | Compliance | Enterprise Risk Management

about: I am a leader that is always depended on because of my experience in audit leadership, internal audit, internal controls, SOX-404, SOX testing, compliance, and enterprise risk management. I am constantly curious and genuinely care about the people and organizations I work with. I ask probing questions to get to the right answer and aim to add in controls or processes that balance operations and compliance. I have been able to develop relationships and gain trust, because I take time to develop a comprehensive understanding of processes, communicate expectations clearly, and focus on putting together a good work product that focuses on the "why." ✪ WHAT I AM MOST PASSIONATE ABOUT ⇒ I am passionate about what I do because I truly believe that enterprise risk management, internal audit, and internal controls can help people and companies by prioritizing risk and optimizing processes. ⇒ Internal audit shines a light on gaps and struggles in ways that other employees and functions cannot. ⇒ Internal Auditors and people who work in risk are problem solvers. ✪ MY LEADERSHIP STYLE ◉ I am charged with assessing internal controls, identifying areas of weakness, and mitigating risk exposure. ◉ Ensuring compliance with internal audit regulations, directing internal audit engagements, leading teams in achieving audit objectives, and fostering a culture of excellence. ◉ Successfully managing cross-functional teams for operational and SOX-404 internal audit projects, including ICOFR implementations and internal audit integrations. ✪ WHAT THEY ARE SAYING ✦ I worked under Abby’s supervision on multiple international audits at KPMG and learned a great deal about problem-solving, patience, empathy, resilience, and collaboration. ✦ Abby advised on how to handle difficult situations while r

position: Senior Manager Risk Advisory

company: CFGI

evidence_experience: "I am charged with assessing internal controls, identifying areas of weakness, and mitigating risk exposure...Successfully managing cross-functional teams for operational and SOX-404 internal audit projects" - describes audit/risk advisory work performed for/with organizations as a consulting engagement, not ownership of the firm's own internal knowledge or AI function.

resolved_account_name: CFGI


Christian Rivera maierhanser

headline: Structural & Credit Risk Reporting CIB | Santander

evidence_experience: Structural & Credit Risk Reporting | Santander CIB @ Nfq Advisory, Solutions, Outsourcing


Shreyashi Sinha

sourced_title: Team Manager-Content Development

firm: IMARC Services Private Limited

headline: Team Manager-Content l IIM-C | EFLU

about: At IMARC, I am currently working as a Team Manager for the Research Content Team. I am currently managing a team of 13 resources. Our team collaborate with different teams to understand target audience and tailor content accordingly. In my current profile, I am creating high impact content that range from developing long-form assets (such as blogs and PRs) to engaging short form content (like blacklinks) to captivate audiences. I also possess strong research and analytical skills and aid to determine strategic communication campaigns aligned organisational goals. As a member of GlobaIData team used robust methodologies, including in-depth primary and Secondary research techniques proprietary database and input from panels of industry experts to deliver its handling research and analysis, specifically to energy sector. Proficient in writing descriptive technical project reports based on Energy topics including Oil and Gas Power & Mining- well versed with projects to Drinks, Retail, Food and Packaging. I have completed Executive Management from IIM-Calcutta. Moreover, I hold a Masters degree in English from the English and Foreign Languages University.

position: Team Manager-Content Development

company: IMARC Services Private Limited

evidence_experience: "Our team collaborate with different teams to understand target audience and tailor content accordingly... creating high impact content... to deliver its handling research and analysis, specifically to energy sector."

resolved_account_name: IMARC Services Private Limited


Samuel Katzen

publicIdentifier: samuel-katzen

sourced_title: Information Technology Architect

firm: BCG Platinion

headline: IT Architect at BCG Platinion

position: Information Technology Architect

company: BCG Platinion

band_reasons: disqualified; ie_unclear; low_conf; builder

evidence_experience: Information Technology Architect @ BCG Platinion (03/2025 - Present) - no further detail provided

resolved_account_name: BCG Platinion


Yves Gagnon

sourced_title: Founder & CEO | AI & DevOps Architect

firm: Gesys Solutions inc.

headline: Founder of Go Accountant | AI & Cloud Architect | 35 years of experience in IT – I automate accounting using AI

about: A technology expert for 35 years, I am passionate about innovation that puts AI and automation at the service of business transformation. I have held DevOps Lead and Cloud/AI Architect roles in different companies, where I led large-scale digital transformation and automation projects. I designed robust CI/CD pipelines, deployed AI architectures in the cloud and trained teams in DevOps practices. Founder of Go Accountant, I am developing a platform that automates the accounting of SMEs using AI. Concretely, our solution uses no-code workflows coupled with Azure cognitive services to automatically process invoices and transactions, reducing the time spent on repetitive administrative tasks by 70%. We also use LLM templates to automate other related tasks. Currently in the proof-of-concept phase, we are collaborating with a pilot firm to refine the model and validate the impact on productivity. My mission: eliminate tedious manual tasks by combining AI and automation, so that finance professionals focus on value-added analysis. Curious to discuss AI innovation or DevOps challenges? Contact me – I am always open to discussions with the tech community and new collaborations.

position: Founder & CEO | AI & DevOps Architect

company: Gesys Solutions inc.

description: - Development and management of an AI automation platform based on Azure and N8N. - Deployment and management of Azure DevOps and Cloud infrastructure for SaaS solutions. - Implementation of an AI workflow allowing the automation of accounting tasks. - Development of a project management website, timesheets and invoicing. - Design and integration of LLM and MLOps models into automated workflows.

evidence_experience: "Founder of Go Accountant, I am developing a platform that automates the accounting of SMEs using AI... we are collaborating with a pilot firm to refine the model and validate the impact on productivity." - this is product development sold to external clients (SMEs/accounting firms), not internal firm knowledge management.


Agnes Kluza

publicIdentifier: agneskluza

sourced_title: Data Specialist

firm: Albany Beck

headline: Data Specialist

about: An accomplished Digital Solutions and Data Architecture Specialist with extensive expertise in financial services, asset management, and enterprise integration. She has a proven track record in designing and delivering scalable, secure, and cloud-enabled solutions that optimise business processes and uphold strict regulatory compliance. Agnes excels at leading cross-functional teams, collaborating with stakeholders, and converting business requirements into robust technical specifications. She holds professional certifications in PRINCE2, Scrum, Kanban, and Data Protection, and possesses a strong background in data governance, migration, and digital transformation.

position: Data Specialist

company: Albany Beck

band_reasons: disqualified; ie_unclear; builder

evidence_experience: "An accomplished Digital Solutions and Data Architecture Specialist with extensive expertise in financial services, asset management, and enterprise integration... designing and delivering scalable, secure, and cloud-enabled solutions that optimise business processes"

resolved_account_name: Albany Beck


Polly Ferraz brito

publicIdentifier: pollyanaferrazbrito

sourced_title: Lead | Comunicação e Cultura

headline: Cultura Organizacional | Comunicação Interna | People Business Partner Sênior | Experiência do Colaborador | Desenvolvimento de Lideranças | People Analytics | IA aplicada a RH | Psicóloga

about: Psicóloga com mais de 14 anos de experiência em Pessoas e Cultura, conectando estratégia, comunicação e experiência do colaborador para construir culturas que fazem sentido para as pessoas e geram resultados para o negócio.Acredito que cultura se constrói todos os dias: nas decisões, na liderança, na comunicação e na forma como as pessoas vivem a empresa. É por isso que uno o olhar consultivo de quem entende de gente, a capacidade de transformar desafios em soluções e a disciplina de tomar decisões orientadas por dados.Hoje lidero a estratégia de Cultura Organizacional e Comunicação Interna de uma empresa global de tecnologia, além de atuar como People Business Partner estratégica junto à diretoria.Minha atuação passa por Cultura Organizacional, Comunicação Interna, People Business Partner, Employer Branding, Experiência do Colaborador, Desenvolvimento de Lideranças, Engajamento, Clima, GPTW, People Analytics, Outplacement, Carreira em Y, IA aplicada ao RH e Design Thinking.Entre as iniciativas que mais me orgulham estão a criação da Cora, assistente virtual de Comunicação Interna desenvolvida em low-code, e do People Hub, sistema de gestão de pessoas utilizado nas reuniões executivas com o CEO para apoiar decisões estratégicas.Ao longo dessa trajetória, alcancei resultados como:• redução do turnover de 53% para 21%;• 89,6% de satisfação no onboarding;• 94% de clima saudável;• 87% de confiança na liderança;• +55% de engajamento nos canais internos;• 70,1% de abertura dos comunicados;• 4 certificações GPTW consecutivas, com evolução de +5 pontos;• programa de outplacement com 73% de recolocação;• +3.000 processos seletivos realizados ao longo da minha carreira.Para mim, cultura é o coração de uma empresa. É ela que conecta estratégia, pessoas e resultados. E é exatamente

position: Lead | Comunicação e Cultura

description: Liderança estratégica de Comunicação Interna e Cultura Organizacional em empresa global de tecnologia com presença em 5 países, com atuação junto à alta liderança, todos os colaboradores e stakeholders. • Criação da Cora, assistente virtual de comunicação interna: solução construída do zero em low-code (base de conhecimento + Apps Script) e integrada ao time de IA da empresa para governança e escala. • Desenvolvimento, do zero e com IA, do sistema de gestão da área, centralizando processos, indi

internal_vs_external: internal

band_reasons: disqualified; owns_internal_but_killed

evidence_experience: "Liderança estratégica de Comunicação Interna e Cultura Organizacional em empresa global de tecnologia... Criação da Cora, assistente virtual de comunicação interna... Desenvolvimento, do zero e com IA, do sistema de gestão da área, centralizando processos, indicadores e rotinas de Comunicação & Cultura."


征孝 武貞

sourced_title: Data Science Manager

firm: ABeam Consulting

headline: ABeam Consulting - Data Science Manager

position: Data Science Manager

company: ABeam Consulting

band_reasons: technical_builder_no_ownership; ie_unclear; low_conf; builder

evidence_experience: No experience description provided beyond title and dates.

resolved_account_name: ABeam Consulting


Milind Satpute

publicIdentifier: milind-satpute

sourced_title: Senior AI Engineer at Northern trust

headline: Senior AI Engineer at Northern Trust

about: Senior AI Engineer with 7+ years of experience designing and delivering production-grade AI/ML, LLM, RAG and cloud-native solutions across financial services and enterprise environments. Hands-on experience building LLM-powered inference pipelines, RAG applications, AI-driven automation and autonomous anomaly-investigation workflows using Python, Azure OpenAI, Azure AI Search, Azure AI Foundry and Azure cloud services. Currently architecting an AI-powered anomaly detection and log-intelligence platform that combines ML-based anomaly detection, KQL-driven telemetry analysis, event-driven orchestration and LLM reasoning to automate investigation and root-cause analysis. Previously designed and deployed an enterprise RAG-based Conversational AI solution at Microsoft. Strong experience across AI architecture, prompt engineering, model evaluation, tool integration, cloud infrastructure, CI/CD and production engineering, with a focus on reliability, hallucination mitigation, security, observability, latency, cost and compliance. Experienced in taking AI solutions from problem definition and architecture through development, deployment, evaluation and production adoption.

position: Senior AI Engineer at Northern trust

description: • Architected an AI-powered anomaly investigation platform for a security-sensitive financial services environment. • Developed Python-based LLM inference pipelines integrating Azure OpenAI and Transformers for enhanced anomaly context analysis. • Designed event-driven workflows using Azure Logic Apps and Functions to automate investigation processes.

evidence_experience: "Architected an AI-powered anomaly investigation platform for a security-sensitive financial services environment" - built for client Northern Trust, not for own firm's internal knowledge/AI function.


Dalel Adhri

publicIdentifier: dalel-adhri

sourced_title: CEIA – AI Center of Excellence Contributor

firm: Cofomo

headline: Cloud & AI Solutions Architect | Microsoft Certified Azure AI Engineer | Enterprise Software Architect | Generative AI • Azure AI • Cloud Transformation • Technical Leadership

about: I have always believed that technology creates the greatest impact when it solves real business problems and helps people work smarter. Over the past 10+ years, I have been designing enterprise software architectures, modernizing mission-critical applications, and leading digital transformation initiatives across large public-sector organizations in Canada, while continuously expanding my expertise in Cloud Computing and Artificial Intelligence. Today, I specialize in Microsoft Azure, Cloud Architecture, Generative AI, Azure AI Foundry, Azure OpenAI, Large Language Models (LLMs), and Enterprise Software Architecture. What truly defines my career is not simply the technologies I use, but my ability to rapidly learn, adapt, and deliver results in complex environments. Several of the most successful projects I have worked on involved technologies that were completely new to me when I joined the team. ✔ Azure Kubernetes Service (AKS) ✔ Kubernetes ✔ Cloud-native architectures ✔ Azure AI Services ✔ Azure AI Foundry ✔ Large Language Models (LLMs) Rather than seeing uncertainty as a risk, I see it as an opportunity to learn, grow, and create value. Throughout my consulting career, I have consistently received outstanding performance evaluations, and several government organizations have invited me to join them as a permanent employee after completing my consulting assignments. I consider this one of the strongest recognitions of my professionalism, technical expertise, and ability to build trusted relationships. Beyond architecture and software engineering, I enjoy helping people succeed. Over the years, I have taken on multiple leadership responsibilities, including: • Technical Coach • HR Coach • Delivery Coach • Scrum Master (acting) • Project Management Support • AI Center

company: Cofomo

description: Deliver internal Azure AI Foundry and AI Agents training. Drive AI innovation through Proofs of Concept. Support enterprise AI adoption strategy. Contribute to AI-related RFPs. Promote AI best practices across the organization. Publish technical knowledge. Continuously evaluate emerging AI technologies.

primary_strip: D

internal_vs_external: mixed

evidence_experience: "Deliver internal Azure AI Foundry and AI Agents training. Drive AI innovation through Proofs of Concept. Support enterprise AI adoption strategy. Contribute to AI-related RFPs. Promote AI best practices across the organization."

resolved_account_name: COFOMO


Dirk Parren

publicIdentifier: dirkparren

sourced_title: Senior manager data & AI

firm: Brink | bouw, infra en vastgoed

headline: Econometrist | Adviseur Vastgoed, Data & Financiën

position: Senior manager data & AI

company: Brink | bouw, infra en vastgoed

disposition: WEAK

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: No description of duties or scope provided beyond the title; headline suggests Econometrist / Adviser Real Estate, Data & Finance, which is ambiguous as to internal vs external focus.

resolved_account_name: Brink | bouw, infra en vastgoed


Maeva B.v.

publicIdentifier: maevabv

sourced_title: Strategy and Innovation Intelligence Project Lead

firm: ADIT

headline: Strategy | Industry | Innovation

about: Graduated in Corporate Strategy with experiences in public and private entities, mostly consulting and financial support. Strategic and big-picture thinker, I like to deep dive into missions and I am able to analyze and solve complex problems. I am strongly committed, craving to learn new things, and enjoy being part of missions related to innovation, industry, strategy. I value humility, critical thinking, excelling oneself.

company: ADIT

description: → Led 60+ high-impact consulting engagements for C-level executives of global corporations, startups, and research institutions, delivering actionable insights to guide strategic decision-making. → Conceived and executed projects across process industries (chemicals, pharmaceuticals, biotechnology) and critical technology domains (semiconductors, AI), driving innovation and strategic decisions.

resolved_account_name: ADIT


Claire G.

publicIdentifier: clairegiraud-ingeagro-oresys-data

sourced_title: Consultante Data

firm: Oresys

headline: Consultante Data chez Oresys

position: Consultante Data

company: Oresys

description: Data Product Owner (Core Data Model, BI, Machine Learning,IA, RPA) Gestion de projet Agile (Safe) Analyse de données et reporting BI Core Data Model Architect

resolved_account_name: Oresys


Vicky Bayford

sourced_title: Senior Operations and Compliance Technician

firm: Sproule ERCE

headline: Excited with my new position at Sproule ERCE!

about: Customer Service Oriented Business Woman! Oil & Gas Regulatory Administration and Life Insurance Agent! My goal is your success!

company: Sproule ERCE

evidence_experience: "Oil & Gas Regulatory Administration and Life Insurance Agent! My goal is your success!"

resolved_account_name: Sproule ERCE


Karen Francisco

sourced_title: Marketing Operations Manager

firm: Halina Connect

headline: Data-Driven Marketing Executive | Business Intelligence Strategist | Builder of Scalable Teams & Systems

about: I’m a confident, data-smart marketing leader with over 8 years of experience driving growth across cybersecurity, healthcare, real estate, and online education. I specialize in translating complex data into smart decisions, aligning marketing with measurable outcomes, and leading cross-functional teams to thrive in fast-paced, high-stakes environments. I’ve built resilient systems, launched campaigns that deliver real ROI, and helped companies scale by connecting strategy with execution. Whether it’s building CRM architecture from scratch, launching multilingual ad funnels, or owning interim brand communications during a re org . I lead with clarity, speed, and results. 🔑 Core Skills: Strategic Planning | Revenue-Driven Campaigns | Marketing Ops | CRM Workflows (HubSpot, Zoho, Salesforce) | Data Visualization | Lifecycle Journeys | Executive Reporting | Compliance Messaging | Digital Transformation | Cross-Team Alignment

position: Marketing Operations Manager

company: Halina Connect

description: Built the entire marketing infrastructure from the ground up and assumed interim leadership during a key transition phase. Shifted to a strategic oversight role to guide international growth and optimize campaign performance across LATAM regions.


Yusuke Shoji

sourced_title: Information Technology Consulting Manager

headline: ABeam Consulting Thailand - Manager

evidence_experience: Only one line of experience provided, no detail beyond title and dates; no internal-function ownership evidence.


Gustavo Felicidade

publicIdentifier: gustavofelicidade

sourced_title: AI Engineer Lead

firm: MJV Technology & Innovation

headline: 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 | 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 | 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 | 𝗚𝗲𝗻𝗔𝗜 | 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻

about: I am undergraduate in Bachelor of Mathematics and Earth Sciences with emphasis in Data Analysis

position: AI Engineer Lead

company: MJV Technology & Innovation

description: Líder de IA do Iron

band_reasons: disqualified; ie_unclear; low_conf; company_concern; builder

evidence_experience: "Líder de IA do Iron" - no description of internal knowledge/IP-reuse ownership, appears to be a technical/product team lead role, and profile is an undergraduate student with no further context.


Alejandro López castellanos

publicIdentifier: alejandrolopezcast

sourced_title: Senior Consultant

firm: Nfq Advisory, Solutions, Outsourcing

headline: Business Consultant in Nfq Advisory, Solutions, Outsourcing | AWS Cloud Practitioner.

about: Soy Alejandro López Castellanos, licenciado en Ingeniería Informática y en Administración y Dirección de Empresas. Desde enero de 2024, trabajo como consultor en Nfq Advisory, una consultora especializada en soluciones digitales, asesoramiento financiero y outsourcing. Anteriormente, trabajé durante más de cuatro años en Mercadona, una de las mayores cadenas de supermercados de España, donde desempeñé diferentes roles, desde cajero y reponedor hasta encargado de sección. Allí, aprendí a gestionar el stock, los pedidos, las ventas perdidas y el control de huecos, así como a atender y fidelizar a los clientes. Me motiva trabajar en proyectos desafiantes y con impacto social, y aportar mi visión analítica, creativa y orientada a resultados. Me considero una persona proactiva, adaptable y con ganas de aprender y crecer profesionalmente.

position: Senior Consultant

company: Nfq Advisory, Solutions, Outsourcing

description: - Elaboración de controles en SQL para un proyecto de reporte regulatorio en OpenBank con el fin de verificar la consistencia entre diferentes tipos de reportes financieros. - Certificación de los controles mediante la ejecución en paralelo de queries en Micro y AWS con el fin de verificar la integridad de los mismos. - Desarrollo de documentos funcionales para los procesos relacionados con pagos transfronterizos.

evidence_experience: "Elaboración de controles en SQL para un proyecto de reporte regulatorio en OpenBank con el fin de verificar la consistencia entre diferentes tipos de reportes financieros."

resolved_account_name: Nfq Advisory, Solutions, Outsourcing


Daniele Machado casal

sourced_title: Product Specialist & Data Governance Senior Consultant

headline: Senior Consultant Cloud Data | Data Governance | Business Development | Data Specialist | INFORMATICA Solutions | EDC | Axon | CDGC | Data Quality | CDQ | Power Center | BDM | LGPD | Project Management

about: Leader and Specialist in Consulting and System Implementation, with years of experience in the technology and software sector, including 13 years dedicated to leading companies such as INFORMATICA and IBM. Expertise in Data Governance and Cataloging, Data Quality and Integration, and Software Modernization across On-premise and Cloud environments, focusing on transforming companies towards democratization and Data-Driven solutions. Strong experience in leading MVPs, Use Cases, POCs, business development, implementation, training, modernization/migration, and assessment of complex environments, always with a results-oriented approach. Worked in various sectors, including Financial Institutions, Credit, Insurance, Healthcare, Energy, Telecommunications, Stock Exchanges, Fuel Distribution, and Universities, participating in projects in Latin America, North America, and Europe. Recognized as a key focal point and strategic consultant, with strong communication skills, commitment to clients, and the application of best practices, always ensuring the success and satisfaction of customers in Latin America. Key Competencies: ▪ Technical Leadership in Data Governance ▪ Cloud Modernization Projects ▪ Consulting in Solution Implementation ▪ Data Governance & Compliance ▪ Expertise in INFORMATICA Platforms ▪ Technical/Business Asset Cataloging and Metadata Management ▪ Development of Use Cases & MVPs ▪ Data Integration & Cloud Solutions ▪ Digital Transformation & Software Architecture ▪ Administration, Migration & Upgrade of INFORMATICA On-Premise Platform Technical Competencies: Data Governance: Technical Leadership, New Business Development, Metadata Management, LGPD, Processes, Cataloging, Classification, Glossary, Data Lineage, Data Democratization, Roles & Responsibilities, Po

description: - Implementation and strategy in PowerCenter cloudification projects to Cloud Edition CDI2PC and modernization from PowerCenter Cloud Edition to Informatica Cloud Data Integration in international projects across Latin America. - Implementation leader and mentor in use cases involving CDGC, CDAM, and CDQ, including technical metadata mapping, impact analysis, data classification, and data quality focused on data cataloging in international projects across Europe.

evidence_experience: "Implementation leader and mentor in use cases involving CDGC, CDAM, and CDQ...in international projects across Europe" and "Worked in various sectors...participating in projects in Latin America, North America, and Europe" - all client delivery work, no mention of internal firm knowledge/AI ownership.

resolved_account_name: MJV Technology & Innovation


Lindsay Taras

sourced_title: Senior Director, Digital Reporting and Compliance

firm: Clearsulting

headline: Senior Director at Clearsulting

company: Clearsulting

evidence_experience: Only one role listed with no description of scope, remit, or internal vs client-facing nature.

resolved_account_name: Clearsulting


Miguel ángel Arias gonzález

sourced_title: AI Engineer Consultant

headline: Ingeniero en Datos e Inteligencia Artificial

about: Ingeniero en Sistemas de Datos con un enfoque especializado en Inteligencia Artificial y Bases de Datos. Mi trayectoria académica en este grado ha terminado recientemente, a falta de completar la etapa de mi Trabajo de Fin de Grado (TFG). Mi principal área de interés y desarrollo se centra en la IA generativa, explorando sus capacidades para crear soluciones innovadoras que trasciendan la simple automatización. A lo largo de mis estudios, he adquirido una sólida base en el manejo de datos, lo que me permite construir sistemas robustos y eficientes que potencian el verdadero valor de la IA. Estoy comprometido con la aplicación de mis habilidades técnicas para enfrentar desafíos complejos y contribuir al progreso del sector tecnológico. Me gusta conectar con otros profesionales para intercambiar ideas y explorar el futuro de la tecnología y los datos.

position: AI Engineer Consultant

description: Desarrollo y puesta en producción de sistemas de arquitectura multiagente con agentes operacionales enfocados en la ejecución de acciones reales. Implementación de soluciones en la nube utilizando entornos Azure y AWS, integrando capacidades cognitivas con APIs y sistemas corporativos bajo un enfoque omnicanal enfocado en la experiencia y atención al cliente. Configuración de infraestructura cloud y desarrollo de software para garantizar la estabilidad y seguridad de los agentes en entornos prod

evidence_experience: "Desarrollo y puesta en producción de sistemas de arquitectura multiagente con agentes operacionales enfocados en la ejecución de acciones reales... bajo un enfoque omnicanal enfocado en la experiencia y atención al cliente" - describes building technical solutions with a customer/client experience focus, not internal firm knowledge/AI governance ownership.


Romain C.

publicIdentifier: romaincl

sourced_title: Data Consultant

headline: Student at EDHEC Business School

position: Data Consultant

evidence_experience: Only line provided: 'Data Consultant @ Oresys (04/2024 - Present)' with no further description of internal vs external work.


Roger Haber

sourced_title: Information Technology Operations Manager

firm: RGN Group

headline: Technology Manager

about: Experienced Information Technology Manager with a demonstrated history of working in the management consulting industry. Skilled in Business Planning, Customer Relationship Management (CRM), Management, Start-ups, and Project Management. Strong information technology professional with a Bachelor of Science (BSc) focused in Computer Science from Concordia University.

company: RGN Group

primary_strip: B

band_reasons: low_conf; company_concern

evidence_experience: "Experienced Information Technology Manager with a demonstrated history of working in the management consulting industry" - no explicit detail on scope of ownership, knowledge-reuse, AI, or governance; generic IT management background.


Ugo Pagès

sourced_title: Innovation Consultant - Grants & Subsidies chez ABGI France

firm: ABGi France

headline: Consultant en financement de l’innovation chez ABGi, part of Visativ // IAE de Grenoble - Sciences po - ENSAG

about: Contact: ugopages@icloud.com / u.pages@absiskey.com Diplômé du master (M2) à l'IAE de Grenoble en Design de transitions & innovation; master en lien avec Sciences-Po et l'école de design de Grenoble. Bilingue franco-anglais ABGi, filiale de Visiativ, est le précurseur et l’acteur incontournable du marché du financement et management de l’innovation, en France et à l’international. Forts de plus de 35 années d’expérience et d’un réseau de 220 experts et consultants en France, 515 dans le monde, nous gérons près de 2 milliards d’euros de financements directs et indirects chaque année au profit d’un large éventail de clients. En 2024 après un an de rapprochement, ABGi et Absiskey, acteurs historiques sur le marché du conseil en innovation, fusionnent sous l’entité ABGi, formant un nouvel ensemble pour un positionnement unique et une expérience client augmentée. En combinant nos expertises, nos ressources et nos savoir-faire, nous apportons à nos clients des solutions toujours plus efficaces et adaptées à leurs projets d'innovation, quelle que soit leur taille ou leur complexité, au service d’une performance et d’une croissance durables.

company: ABGi France

description: Consultant en financement de l'innovation chez ABGi France part of Visiativ - Grenoble (38) Montage de projet de financement - Équipe Aides & Subventions - Pilotage de projets de financement de l’innovation et d’investissement jusqu’à 15 M€, à l’échelle nationale et européenne. - Montage et rédaction de dossiers de subventions et financements (ADEME, BPI France, Union Européenne – Horizon Europe, EIC Accelerator, KDT...). - Coordination d’équipes pluridisciplinaires (jusqu’à 90 intervenants : cl

evidence_experience: Montage et rédaction de dossiers de subventions et financements (ADEME, BPI France, Union Européenne – Horizon Europe, EIC Accelerator, KDT...). Accompagnement complet des clients.

resolved_account_name: ABGi France


Henrik Brusenbauch

sourced_title: AI Tech Consultant

headline: Consultant @BCG Platinion

position: AI Tech Consultant

evidence_experience: Only entry: 'AI Tech Consultant @ BCG Platinion (09/2026 - Present)' with no further detail on internal ownership or scope.


Anna Girotto

publicIdentifier: girottoanna

sourced_title: Digital Content Specialist

firm: Arsenalia

headline: Digital Content Specialist at Arsenalia

about: I’ve always been curious. I love discovering, exploring, and observing. I enjoy facing challenges and putting myself to the test. I love simplicity and details, accuracy, and tidiness. My passions are art, history, and culture.

position: Digital Content Specialist

company: Arsenalia

description: - Sviluppo di contenuti editoriali e commerciali per piattaforme digitali - Gestione e aggiornamento dei contenuti digitali all'interno delle piattaforme e-commerce - Configurazione e implementazione di contenuti editoriali e commerciali su piattaforme digitali, tra cui Salesforce, Page Designer, Coremedia, Wordpress e Shopify - Progettazione di layout grafici, realizzazione di mockup e creazione di contenuti visivi e multimediali utilizzando strumenti di sviluppo di design, tra cui Figma, Illus

resolved_account_name: Arsenalia


Abhinav Garole

sourced_title: SVP - AI & Analytics

firm: TresVista

headline: AI & Analytics | Building AI-Enabled Data Products

about: AI and Analytics professional with 11+ years of experience driving data and AI initiatives from strategy to execution. Proven track record in leading cross-functional teams to build AI-enabled data products, self-service analytics platforms, and decision intelligence solutions using agile delivery models. Experienced across data engineering, advanced analytics, and AI-driven insights, combined with strong stakeholder management, delivering measurable top-line growth, cost optimization, and operational efficiency. Technical Skills:Scripting: Python and RDatabases: MySQL, PostgreSQL, and MS SQL ServerData Warehouse: GCP Big Query, AWS Redshift, and Azure SQLVisualization: Tableau, Power BI, Data StudioAnalytics Platforms: Snowflake, Microsoft Fabric, Databricks, KNIME, and AlteryxMachine Learning: Regression, Classification, Segmentation, Time-Series, and NLPCloud Technologies: GCP, AWS, and AzureAutomation: Power PlatformsProject Management: JIRA, Asana, Trello, VisioOther: Airflow, Docker, MLFlow, and CI/CDGenerative AI:- LLM Models: OpenAI, Anthropic, Gemini- VectorDB: Chroma, Pinecone, and FAISS- Orchestration: LangChain, LangGraph, CrewAI- Guardrails: Nvidia's NeMo and Guardrails AI- Local Implementation: Ollama and LMStudio- Other: Tavily and Landing AI

position: SVP - AI & Analytics

company: TresVista

band_reasons: disqualified; company_concern; builder

evidence_experience: "Proven track record in leading cross-functional teams to build AI-enabled data products, self-service analytics platforms, and decision intelligence solutions using agile delivery models."

resolved_account_name: TresVista


Elisa Blanco

publicIdentifier: elisablanco

sourced_title: Senior Analyst - Regulatory Intelligence at Trio

firm: Trio

about: Currently in Switzerland, since 2012 Elisa Blanco hold the position as key energy analyst for negotiations of natural gas and power end-user contracts in France and Spain at Alfa Energy since 2018, and previously in Energy Quote acquired by Accenture in 2015. She joined Mercados EMI in 2008 and she focused on the European and CIS Business Development until June 2010. Between July 2010 and July 2011 she supported Mercados as liaison to the China market under the Corporate Development Operations. Before to start with Mercados EMI she worked for ICEX as part of the team coordinating the Asian Development Bank Board of Governors Meeting in Madrid (2008) and was in charge of promotional activities to market Spanish engineering services. Previously she set up the first ADB liaison officer in Manila at the Commercial Office of the Spanish Embassy in Philippines. Elisa gained the experience in consultancy area working in AtosOrigin as project manager of a framework contract with the European Commission and, later at the Corporate Banking Department as Operational Economist. In 2001 was working as trainee in international business at the Commercial Office of the Spanish Embassy in New Delhi (India). Elisa holds a Degree in Economics and Business Administration from the Complutense University, Madrid and a Master degree in Public Services and Infrastructures from the Polytechnic University in Madrid – College of Civil Engineers. Key skills: Energy Procurement, Strong analytical skills, Business Development, International Project&Proposals Coordinator

company: Trio

evidence_experience: "Guiding companies navigating the EU energy regulation labyrinth. Simple communication on non-commodity costs impacting budgets of industrial companies."

resolved_account_name: Trio


Jehanzaib Zaman

sourced_title: Consultant

firm: Blackmont Consulting

headline: Final-Year BSc Digital Innovation with Management Student | Royal Holloway, University of London

about: Passionate about Banking, Insurance, Consulting, Finance, and Marketing, with a strong interest in digital transformation within the financial sector. 💻

position: Consultant

company: Blackmont Consulting

evidence_experience: Only experience listed: "Consultant @ Blackmont Consulting (11/2025 - Present)" with no description of duties or scope.

resolved_account_name: Blackmont Consulting


Emilie T.

sourced_title: Responsable régional intelligence économique - PACA chez ADIT

evidence_experience: Only one role listed: Responsable régional intelligence économique - PACA @ ADIT (03/2018 - Present), no internal function ownership described.


Giacomo Vedovato

publicIdentifier: giacomo-vedovato

about: 🇪🇺 EU Citizen | 🌍 Open to relocationI am a Senior Full-Stack & AI Integration Engineer with 7+ years of experience specializing in the .NET ecosystem, modern JavaScript frameworks (React, Next.js), and Azure cloud architecture.Over the last few years, my focus has expanded heavily into the AI space, where I build robust backend pipelines powered by Multimodal LLMs, Generative AI, and OCR to automate data extraction and create intelligent virtual assistants.I build enterprise systems that work. The stack changes, but the fundamentals of good architecture, clean code, and reliable deployments remain constant. I apply this discipline whether I'm integrating AI, designing APIs, or leading full stack development for global clients.

description: Building enterprise web applications and AI-powered systems using .NET/C#, React, TypeScript and Azure. Selected Engineering Work: - Architected a multimodal-LLM pipeline for automated data extraction from unstructured documents. - Developed a multilingual generative-AI virtual assistant using React, Next.js, .NET and OpenAI. - Built an AI-powered identity/document processing system using OCR. - Built an AI-powered image analysis platform for a luxury brand. - Owned development of a user access

evidence_experience: "Building enterprise web applications and AI-powered systems using .NET/C#, React, TypeScript and Azure" and "leading full stack development for global clients" - all client-facing technical build work, no internal function ownership.


Anto Murugan

publicIdentifier: antomurugan

sourced_title: SuccessFactors Consultant (EC & Data Migration)

firm: ABeam Consulting Singapore

headline: SAP SuccessFactors Consultant

about: SAP SuccessFactors EC consultant (EC Core certified) with 3+ years across APAC and Europe. Currently EC configuration lead on a European rollout, owning client design workshops, requirements gathering, and workbook delivery through Iteration Testing and UAT.Built the company's first ECC-to-SuccessFactors data extraction framework, adopted across projects, and led an 8-member delivery team on a 20,000+ employee implementation.

company: ABeam Consulting Singapore

description: • Selected for a European (UK & Ireland) Employee Central rollout, leading client design workshops, gathering requirements, and driving workbooks through Iteration Testing and UAT. • Led Employee Central configuration, UAT, enhancements, and post-go-live support, becoming a key point of contact for functional and deployment issues. • Independently led a new legal-entity implementation end to end, covering configuration, testing, deployment, and cross-module integration. • Led the data migration

evidence_experience: "Selected for a European (UK & Ireland) Employee Central rollout, leading client design workshops... Led the data migration workstream for a 20,000+ employee SuccessFactors implementation, managing an 8-member delivery team."


Svea levana Höhns

sourced_title: Platinion AI Tech Consultant, Tech Advisory & Delivery

firm: BCG Platinion

headline: AI Tech Consultant @ BCG Platinion | M.Sc. Applied Data Science

about: AI Tech Consultant with previous experience in interface integration and IT system connectivity in insurance environments as well as requirements engineering, stakeholder management and agile delivery coordination.

company: BCG Platinion


Ryan Hinkle

publicIdentifier: rwhinkle

sourced_title: Managing Consultant, AI Architect

headline: Managing Consultant, AI Architect @ Inspire11 | Agile, Extreme Programming

about: As a Managing Consultant and AI Architect at Inspire11, I specialize in designing and implementing robust, production-grade AI solutions that integrate data, models, and applications seamlessly. My expertise spans generative AI, traditional machine learning, optimization, and rule-based systems, ensuring the right approach is applied to address complex business challenges. My work emphasizes balancing technical feasibility, cost efficiency, and business impact while adhering to Agile and Extreme Programming principles. With over a decade of experience in software development and engineering management, I bring a unique perspective to AI architecture by prioritizing production reliability, team enablement, and effective stakeholder collaboration. At Inspire11, I contribute to client engagements through solution architecture, pre-sales technical discussions, and guiding cross-functional teams. My proficiency with tools such as PyTorch, TensorFlow, LangChain, and cloud-native platforms helps drive scalable and impactful AI solutions that deliver tangible business outcomes.

position: Managing Consultant, AI Architect

description: I'm an AI Architect designing end-to-end AI solutions that move from discovery to production — bridging data, models, and applications into systems that actually hold up at scale. My work spans the full spectrum of AI approaches: GenAI, traditional ML, optimization, and rule-based systems. I focus on picking the right tool for each problem rather than defaulting to the trendiest one, balancing feasibility, cost, and business impact along the way. I also support client engagements and pre-sales,

evidence_experience: "At Inspire11, I contribute to client engagements through solution architecture, pre-sales technical discussions, and guiding cross-functional teams." / "I also support client engagements and pre-sales, shaping solution architecture and guiding technical conversations with both technical and business s"


Bernabé Pérez martínez

sourced_title: Patrono

firm: Fundación Personas y Empresas

headline: Consultoría Personas| RRHH|Transición de Carrera | Outplacement | People Analytics| Digitalización | Experiencia Empleado | Talento IA

about: Experiencia Integral: Economista con más de 34 años en BBVA, ocupando roles clave en marketing, dirección comercial y recursos humanos, impulsando la innovación y la transformación cultural. Consultoría y Formación: Actualmente, como consultor en Auren, ayudo a empresas en procesos de recolocación de directivos y desarrollo de programas de People Analytics,coaching,mentoring y gestión del talento. Proyectos de Diversidad y Experiencia Empleado: He liderado iniciativas en grandes corporaciones, como BBVA, Repsol, Acciona,Manos Unidas,... para fomentar la diversidad y mejorar la experiencia del empleado así como la restructuración de plantillas. Pasión por la Transformación: Me especializo en crear entornos de trabajo inclusivos y ágiles, promoviendo estrategias de recursos humanos que impulsen el talento y el compromiso organizacional.

position: Patrono

company: Fundación Personas y Empresas

evidence_experience: "como consultor en Auren, ayudo a empresas en procesos de recolocación de directivos y desarrollo de programas de People Analytics, coaching, mentoring y gestión del talento"


Grant Edwards

sourced_title: Senior Manager - Risk Advisory

firm: CFGI

headline: Senior Manager - Risk Advisory

about: Dedicated Senior Associate with a demonstrated history of working in the accounting risk consulting industry. Skilled in Microsoft Word, Microsoft Excel, SOX Processes, Accounting, Team Leadership, Building Client Relationships, and Teamwork. Strong finance professional with a Bachelors of Science focused in Accounting from Millikin University, with a minor in Spanish.

position: Senior Manager - Risk Advisory

company: CFGI

description: CFGI is a unique and highly specialized financial consulting firm that is strategically positioned to help companies through a range of routine and complex business scenarios. As an extension of your corporate finance team, CFGI works alongside your internal staff, serving in a variety of roles – from technical accounting advisor to M&A support to Controller or CFO – and delivering seamless support services. Our five key areas of expertise include: » CFO Services » Consulting » Interim Managemen

evidence_experience: "CFGI works alongside your internal staff, serving in a variety of roles – from technical accounting advisor to M&A support to Controller or CFO – and delivering seamless support services."

resolved_account_name: CFGI


Shaurya Mehta

sourced_title: Sr Data Scientist

firm: Primus Partners India

headline: I Was Working as Data Scientiest. But now Cuade made me a Builder

about: Accomplished Data Professional and AI Product Developer with 5 years of experience in architecting, building, and delivering end-to-end data-driven solutions and AI products from concept to enterprise-level deployment. Proven expertise spanning different domains of data science, including agentic AI, data warehousing, Big Data, machine learning, and traditional statistical modeling. Adept at leading cross-functional teams, collaborating with UX/UI, and transforming complex data into strategic business value and innovative product features. Strong track record in stakeholder management and driving impactful outcomes across diverse sectors, including health

position: Sr Data Scientist

company: Primus Partners India


Khouiy Adam

sourced_title: Lead Data Scientist/Engineer

firm: Magellan Consulting - Groupe Magellan Partners

headline: Senior Data Scientist

position: Lead Data Scientist/Engineer

evidence_experience: "Traitement et détection des intentions des e-mails" - describes hands-on technical NLP/data science work, not function ownership.


Sofia Morais

publicIdentifier: morais-sofia

firm: Boston Consulting Group (BCG)

headline: AI Consultant @ BCG Platinion

about: My work has been deeply rooted in bringing technology closer to real human needs. I use design thinking principles to undestand how AI can improve the way people work and bring these solutions to life.I believe that technology's value is not measured by what it can do, but by how we choose to apply it. The real challenge lies in understanding how we can architect AI solutions responsibly, what tasks we want to delegate, and what we would rather continue doing ourselves.

company: Boston Consulting Group (BCG)

evidence_experience: Single role listed: AI Tech Consultant @ Boston Consulting Group (BCG) (09/2026 - Present), with no description of internal ownership.

suppressed: yes


Anna Kulot

sourced_title: Innovationsberaterin

firm: EurA AG

headline: Innovationsberaterin | Master of Science

position: Innovationsberaterin

company: EurA AG

band_reasons: disqualified; ie_unclear; low_conf

evidence_experience: Innovationsberaterin @ EurA AG (08/2025 - Present) - no further detail provided.

resolved_account_name: EurA AG


Carmo Cupertino de miranda

headline: Innovation & Project Manager | Emerging Technologies | EU Innovation Programs

about: I express my ideas with assertiveness and naturally capture the attention of others, seeking to show respect for all kinds of opinions. I consider myself very human and empathetic in interpersonal relationships, always contributing to collaborative and stable working environments. I can easily rank priorities as well as commit myself to demanding but realistic goals.

evidence_experience: Project Manager | EIC Scaling Club at EurA Innovation Ecosystems @ EurA AG (2023 - Present) - no internal function ownership described


Olivia S.

publicIdentifier: oliviasohn

sourced_title: Principal, Research & Insights

firm: ODS Consulting LLC

headline: Research & Insights

position: Principal, Research & Insights

company: ODS Consulting LLC

primary_strip: C

band_reasons: title_mirage_body_contradicts; ie_unclear; low_conf; rescued_stripC_mirage

evidence_experience: No description provided beyond title and dates; "Principal, Research & Insights @ ODS Consulting LLC (02/2023 - Present)" gives no detail on internal vs client-facing scope.


Georg Von babo

publicIdentifier: georg-von-babo

headline: Enterprise Solutions at BCG Platinion

evidence_experience: Only entry: "AI Tech Consultant | Enterprise Solutions @ BCG Platinion (12/2025 - Present)" - no further detail provided about internal function ownership.

resolved_account_name: BCG Platinion


Holger Bernigau

sourced_title: Fachreferent Risk Control

firm: Berlin Hyp AG

headline: Fachreferent Risk Control

position: Fachreferent Risk Control

company: Berlin Hyp AG

evidence_experience: Fachreferent Risk Control @ Berlin Hyp AG (07/2024 - Present) - no further detail provided


Katja Luedtke

publicIdentifier: katja-luedtke

sourced_title: OSM Partner Deutschland

firm: OSM International Group

headline: Business Consultant und Leadership Coach | 15+ Jahre Organisationsentwicklung-Erfahrung | OSM Partner Deutschland

about: Neulich saß ich mit einer Kollegin im Café – Sonne im Gesicht, Cappuccino in der Hand – und wir kamen ins Gespräch über Führung, Motivation und darüber, was Menschen wirklich bewegt. Sie fragte mich: „Katja, was ist eigentlich dein Geheimnis? Wie schaffst du es, dass Teams so motiviert und engagiert arbeiten?“ Ich musste lächeln. Denn die Antwort ist gar nicht so kompliziert, wie viele denken. Es geht nicht nur darum, was wir tun – sondern wie wir es tun. Führung ist für mich kein Machtinstrument, sondern eine Einladung. Eine Einladung, Potenziale zu erkennen, Energie freizusetzen und Organisationen so zu gestalten, dass sie von innen heraus wachsen. In den letzten 20 Jahren durfte ich erleben, wie Teams aufblühen, wenn sie Sinn spüren, wie Unternehmen sich neu erfinden, wenn Strukturen plötzlich Energie statt Reibung erzeugen, und wie Führungskräfte über sich hinauswachsen, wenn sie den Mut haben, mit Klarheit und Werten zu führen. Und das ist die Essenz meiner Arbeit: Ich unterstütze Führungspersonen dabei, das Potenzial ihrer Mitarbeiter:innen zu aktivieren – und ihren Unternehmensbereich oder ihr Unternehmen zum Fliegen zu bringen. Denn wahre Transformation beginnt immer dort, wo Menschen Energie statt Frustration spüren. Und wenn wir ehrlich sind – manchmal reicht schon ein echtes Gespräch bei einer guten Tasse Kaffee, um genau das wieder zu entdecken. Tel.: 0175 345 4 150 katja.luedtke@consulting-and-coaching.de www.consulting-and-coaching.de

position: OSM Partner Deutschland

company: OSM International Group

description: Ein internationales Unternehmen von Unternehmer*innen, das praktisches Wissen über die Führung eines Unternehmens durch innovative Werkzeuge und große Emotionen vermittelt. Unsere Mission ist es, unsere Kunden zum Erfolg zu führen, eine erstaunliche Gruppe von Menschen zu schaffen, die ihr außergewöhnliches Leben lebt und ihre Träume wahr werden lässt. 🎯 Ich helfe Unternehmer*innen und Führungskräften, ihre Herausforderungen mit Menschen, Zeit und Finanzen durch Trainings, Beratung und Coaching

evidence_experience: "Ich helfe Unternehmer*innen und Führungskräften, ihre Herausforderungen mit Menschen, Zeit und Finanzen durch Trainings, Beratung und Coaching zu meistern."


Arthur bernardo Assumpção pinto

publicIdentifier: arthur-bernardo

sourced_title: Senior Data Scientist

firm: BIP Brasil

headline: Senior Data Scientist | Machine Learning, Python, LLM | Driving Business Impact with Production-Ready Models

about: Data Scientist with 4+ years of experience delivering production-grade machine learning systems in industrial environments (mining and steel), with growing ownership over end-to-end solutions and business-critical impact. I specialize in predictive modeling, time series forecasting, and optimization systems, focusing on building scalable decision-making tools that translate data into measurable results. My work has delivered tangible impact, including: - +0.72 p.p. increase in metallurgical recovery across multiple production lines - 40%+ reduction in equipment failures through predictive maintenance models - Multi-million dollar annual impact driven by data-informed optimization initiatives I take ownership of the full ML lifecycle, from problem framing and stakeholder alignment to deployment and monitoring. I have designed and maintained production systems on Databricks/PySpark, supporting reliable data processing and model execution in real-world operations. My core areas of expertise include: - Machine Learning & Decision Systems: Sklearn, XGBoost, forecasting models, optimization - Explainability & Trust: SHAP, feature attribution, model interpretability - MLOps & Production: Docker, CI/CD pipelines, Kedro - Data Platforms: Databricks, PySpark Additionally, I explore GenAI applications, including LLM-powered text-to-SQL systems using LangChain and OpenAI APIs, and continuously evaluate how to bring these capabilities into production environments. I’m currently operating at a Senior-ready level, with increasing ownership in system design, productionization, and business-critical ML applications. I’m particularly interested in roles where I can own ML systems end-to-end, mentor peers, and drive strategic impact through data products.

position: Senior Data Scientist

company: BIP Brasil

description: Contributing to MVP development on APS GURU—multi-agent LLM system that translates natural language queries to Neo4j graph insights. Fixed 12+ critical bugs in core features, improved microservices architecture during active development phase. Working to enable non-technical planners to self-serve complex supply chain queries before production launch.

resolved_account_name: BIP Brasil


Noé Curé

sourced_title: Consultant Data

firm: Oresys

headline: Ingénieur INSA Data Scientist

position: Consultant Data

company: Oresys

description: Gouvernance des données et core data models pour un leader mondial des services (Sodexo) : qualité, traçabilité et structuration des données de référence ; ateliers de qualification métier, collaboration internationale en anglais.


Tinyiko Ngobeni

sourced_title: Data Visualization Lead

firm: Genesis Analytics

headline: Data Scientist/ Data Analyst/ BI Developer

about: Data Visualisation Lead and Analytics Specialist with over a decade of experience transforming complex data into actionable insights. I specialise in public health analytics, dashboard development, and data systems, supporting programmes across South Africa to drive evidence-based decision-making. Passionate about using data to improve outcomes and strengthen systems.

position: Data Visualization Lead

company: Genesis Analytics

description: Leading the design, development, and maintenance of TB dashboards to support routine performance monitoring Integrating and visualising data from multiple routine TB information systems Support district data cleaning processes to improve data quality and usability Translating large or complex datasets into clear, compelling visual products that support data use and decision-making Providing strategic, data-driven insights to support programme improvements Identifying and addressing data quality,

evidence_experience: "Leading the design, development, and maintenance of TB dashboards to support routine performance monitoring... supporting programmes across South Africa"

resolved_account_name: Genesis Analytics


Jean Esparbès

firm: ADIT

headline: Consultant - Business Ethics & Compliance - ADIT

company: ADIT

evidence_experience: Consultant - Business Ethics & Compliance @ ADIT (01/2022 - Present) - no further detail provided, no internal knowledge/AI/IP-reuse function ownership described.


Jonathan Hills

sourced_title: Knowledge Operations Specialist

firm: Partners in Performance, Part of Accenture

headline: Knowledge Operations Specialist

about: A Knowledge Management specialist with 15 years experience across Management Consulting and Financial Services. Extensive background of supporting client delivery teams, building internal knowledge systems, sourcing third party data and research, and promoting cutting-edge materials. Currently testing how AI can expand and develop existing knowledge offerings and further support client projects.

position: Knowledge Operations Specialist

description: I manage the company’s intellectual property and sales collateral, ensuring consultants are fully prepared to sell and deliver client engagements. I act as key point of contact for internal stakeholders requesting data and research from various internal and external sources. I also play a key role in promoting material internally through a series of internal comms channels. Key achievements include: • Played a key role in the rapid transition of the entire library (43,000+ documents) from Box to

disposition: STRONG

evidence_experience: "I manage the company's intellectual property and sales collateral... I act as key point of contact for internal stakeholders requesting data and research... Played a key role in the rapid transition of the entire library (43,000+ documents) from Box to SharePoint... to rapidly improve information accessibility throughout the firm."


Alexandre Dias

sourced_title: Senior Optimization Data Scientist

headline: Senior Optimization Data Scientist at BIP Brasil

position: Senior Optimization Data Scientist

evidence_experience: Senior Optimization Data Scientist @ BIP Brasil (03/2026 - Present) - no further detail provided


Tanguy Feenstra

sourced_title: Consultant Energie & Data

firm: Colombus Consulting

headline: IT & Power engineering Master’s Degree

position: Consultant Energie & Data

company: Colombus Consulting

evidence_experience: Only role listed is Consultant Energie & Data, with no description of internal function ownership or client work detail provided beyond the title.

resolved_account_name: Colombus Consulting


Sandra Kaselow

publicIdentifier: sandrakaselow

sourced_title: Research Manager

firm: d-fine

headline: Expert in Research and Regulation

position: Research Manager

company: d-fine

evidence_experience: Only role listed is "Research Manager @ d-fine (08/2021 - Present)" with no further description of scope, ownership, or internal vs client-facing nature.

resolved_account_name: d-fine


Divakar H

publicIdentifier: hdivakar

sourced_title: Senior AI engineer

firm: BASE life science

headline: AI Engineer @ Base Life Science | Python, GenAI, LLM

about: I specialize in ML, Fine-tuning, Generative AI (GenAI) and Python to deliver innovative solutions. Certified in Microsoft Azure AI (AI-900), I’ve built cutting-edge applications, including real-time alert detection, document analysis using LLMs, multimedia RAG apps, and intuitive interfaces with frameworks like Streamlit, Chainlit, and Gradio. Passionate about innovation, I thrive on solving complex challenges and driving impactful tech projects that reflect excellence and creativity.

position: Senior AI engineer

company: BASE life science

band_reasons: disqualified; ie_unclear; company_concern; builder

evidence_experience: I've built cutting-edge applications, including real-time alert detection, document analysis using LLMs, multimedia RAG apps, and intuitive interfaces with frameworks like Streamlit, Chainlit, and Gradio.

resolved_account_name: BASE life science


Christian L.

publicIdentifier: christian-thomas-ludwig

sourced_title: Software und Data Science Consultant

firm: INVENSITY

headline: Software and Data Science Consultant

position: Software und Data Science Consultant

company: INVENSITY

evidence_experience: No further detail provided beyond the title and dates.

resolved_account_name: INVENSITY


Daniela U.

sourced_title: AI Tech Consultant

firm: BCG Platinion

headline: AITechConsultant@BCG - Computing and Systems Engineer - Industrial Engineer

about: I am an IT Consultant at BCG with a background in Computer & Systems Engineering and Industrial Engineering. I thrive at the intersection of strategy, technology, and optimization, leveraging algorithms, finance, and software engineering to solve complex business challenges.With a strong passion for problem-solving, data-driven decision-making, and efficiency improvements, I enjoy working on projects that drive innovation and impact. Multicultural by nature, I am Colombian and Spanish, fluent in diverse perspectives and markets.

position: AI Tech Consultant

company: BCG Platinion

evidence_experience: "I am an IT Consultant at BCG with a background in Computer & Systems Engineering and Industrial Engineering... leveraging algorithms, finance, and software engineering to solve complex business challenges."


Illona Clesceri

sourced_title: Consultante en transformation digitale (BI & Data Management)

firm: WILLING

headline: Sales Excellence Officer at Sanofi

company: WILLING

description: Interventions sur plusieurs missions de transformation digitale et data pour des clients grands comptes (VEOLIA, AIRBUS). Paramétrage des outils digitaux avec l'éditeur/équipes MOE en fonction des besoins métiers. Pilotage de projets Data et IA à l’échelle nationale, aide à la mise en place de la gouvernance Data et IA, structuration des communautés métiers et amélioration de la qualité des données. Développement d’offres BI & Data, création de tableaux de bord Power BI et accompagnement des équ

evidence_experience: "Pilotage de projets Data et IA à l'échelle nationale, aide à la mise en place de la gouvernance Data et IA, structuration des communautés métiers et amélioration de la qualité des données" for clients like VEOLIA and AIRBUS - client delivery, not internal ownership.

resolved_account_name: WILLING


Émilie Alexandre

evidence_experience: Only role listed is Consultante - Due Diligence & Compliance, with no detail beyond title and dates; no mention of internal knowledge/IP-reuse/AI-on-knowledge-base function.

resolved_account_name: ADIT


Triantafyllos Sarafidis

sourced_title: Director | Head of Information Systems & Security Audit Team

firm: Grant Thornton Greece

headline: Director | Head of Information Systems and Security Audit Team - Grant Thornton Greece | MBA, MSc, Dipl.-Ing. (Eng.), CISA, CISM, ISO27001:LA, ISO22301:LI, Alteryx Core Designer

about: Dynamic and results-driven Manager and highly experienced Information Systems and Security Auditor with international work experience and a proven track record of building high-performing audit teams from the ground up — including recruiting, mentoring, and developing junior professionals into seasoned practitioners.Combines strong consulting and advisory expertise with sound business acumen, exceptional customer-focus, and the ability to prioritize and manage multiple complex engagements effectively.

company: Grant Thornton Greece

evidence_experience: "Combines strong consulting and advisory expertise... ability to prioritize and manage multiple complex engagements effectively" - describes client audit engagements, not internal firm knowledge/AI ownership.

resolved_account_name: Grant Thornton Greece


Sandro Fenilli

publicIdentifier: sandrofenilli

sourced_title: Product designer at MJV Technology & Innovation

firm: MJV Technology & Innovation

headline: Specialist Innovation Consultant | Senior Product Designer | Strategic Design | Design Thinking | Innovation | Blockchain | Cryptocurrency | Pix | Open finance | Drex | Tokenization

about: I work as a Specialist Innovation Consultant and Senior Product Designer at MJV Technology & Innovation, collaborating with multidisciplinary teams to develop innovative solutions that meet user needs and our clients' business objectives. Summary of Competencies: • Innovation and Strategy: Experience in solutions that combine creativity and strategic analysis, always focused on results. • User-Centered Design: Expertise in UX/Ul, from research to prototyping and final delivery, integrating user insights with best market practices. • Multidisciplinary Collaboration: Integrated work with Business, Development, Product Owners, Scrum Masters and Business Analysts teams, promoting alignment and agility. Main Responsibilities: • Lead research to identify user needs and business issues. • Create low, medium and high fidelity wireframes and prototypes. • Adjust solutions with the Design System team and ensure product consistency. • Present design proposals to stakeholders and collect feedback. • Monitor the development process to ensure the delivery of solutions in line with plans. Working Approach: I believe that problem solving requires a strategic and collaborative approach, focusing on the user and business objectives. My purpose is to create practical, intuitive and innovative experiences.

company: MJV Technology & Innovation

description: I believe that problem solving requires a strategic, multidisciplinary approach that prioritizes user needs and business goals. With an innovative and continuous approach, we can create practical and intuitive solutions that improve the user experience. I currently work as a Product Designer at MJV Technology & Innovation. I work together with the Development Team, Product Owner, Scrum Master and Business Analyst, implementing new features and journey improvements. I share knowledge, carry out r

evidence_experience: "I work as a Specialist Innovation Consultant and Senior Product Designer at MJV Technology & Innovation, collaborating with multidisciplinary teams to develop innovative solutions that meet user needs and our clients' business objectives." - entirely client-facing UX/design delivery work.

resolved_account_name: MJV Technology & Innovation


Age Laine

publicIdentifier: age-laine-eu-funding-expert

sourced_title: Managing Partner of Innovation and Funding Advisory / Civitta group Executive Board member

firm: CIVITTA

headline: Your partner for striving scientific excellence and turning research into innovative products with EU funding / Managing Partner@Civitta Innovation and Funding advisory

about: 📢 Get our Comprehensive Playbook of attracting R&D financing and reach out to me for more: https://civitta.com/advisory/funding/funding-for-researchers/ I am Age, from Tartu Estonia. 18 years ago I had a dream to work internationally, while living in cozy city of Tartu, where you can reach everywhere on foot, with no traffic jams, kids can navigate safely, there is top 1% world ranking Uni of Tartu and vivid business scene with Estonia being nr. 2 Per-Capita Unicorn Producer in the World. Hence, I started creating this job for myself in Civitta, by digging into the largest EU R&D funding instrument FP7/Horizon Europe. ✅ Over 18 years I have built a team that has delivered over 70 successful EU R&D funding projects for large consortiums. ✅ We have implemented ca 50 projects as Coordinator driving the process from kick-off to final payment, or project partner responsible for specific activity package. ✅ I have 10 years of experience as Expert Evaluator for the EC, having evaluated ca 100 SME I/EIC A, Space and WIDERA proposals. ✅ Over last 8 years I have also shared my experience via practical EU proposal writing and implementation trainings. By now I have worked with numerous R&D institutions around Europe, helping them to identify and combine funding opportunities for achieving scientific excellence and turning research results into impactful products and services. Here is how: ▶ Funding strategy & call mapping: We navigate all the local and regional funding schemes in CEE, all the EU funding programmes and combine them in long-term funding strategy to unlock maximum funding potential ▶ Partner search & consortium building: Access to our network of more than 500 pre-qualified consortium partners across Europe and beyond, turning months of partner searching into weeks,

company: CIVITTA

description: Civitta is an international collaboratory, erasing boundaries between digital, consultancy, public advisory, innovation, and funding services. I am member of the Civitta Group (700 people, 30 mln EUR VAR) Executive board, responcible for management of the Innovation and Funding Advisory (120 people, 10 mln EUR VAR) business area Professionally I am focused on: ▶ International R&D funding (Horizon Europe) strategy, call mapping, idea validation, proposal writing and implementation services for R

evidence_experience: "responcible for management of the Innovation and Funding Advisory (120 people, 10 mln EUR VAR) business area... International R&D funding (Horizon Europe) strategy, call mapping, idea validation, proposal writing and implementation services for R&D institutions."

resolved_account_name: Civitta


Mariana Tobar

publicIdentifier: mariana-tobar

sourced_title: Innovation Manager

firm: MJV Technology & Innovation Brasil

headline: Innovation Manager | Digital Transformation | Customer Experience (CX) | Business Strategy | Agile & Design Thinking

about: Innovation Manager com mais de 15 anos de experiência na interseção entre Estratégia, Marketing e Transformação Digital, com atuação em setores complexos como Energia, Seguros, Varejo e Óleo & Gás. Experiência na liderança de projetos de inovação e transformação digital, aplicando metodologias centradas no usuário, como Design Thinking, e frameworks ágeis para resolver desafios de negócio e evoluir a experiência do cliente (CX). Atuação direta na condução de iniciativas estratégicas, gestão de times multidisciplinares e entrega de soluções em ambientes corporativos de alta complexidade. Destaque para a condução de projetos que conectam necessidades do cliente a objetivos de negócio, promovendo melhorias na jornada do usuário, eficiência operacional e geração de valor para as organizações. Vivência sólida em Digital Transformation, Customer Experience (CX), Business Strategy, Agile e Service Design, com perfil hands-on e forte capacidade de navegar entre visão estratégica e execução. Interesse em oportunidades de liderança em Inovação, Transformação Digital e Experiência do Cliente, contribuindo para a evolução de negócios e construção de soluções centradas no usuário. Aberta a conexões e trocas sobre inovação, estratégia e experiência do cliente. 📩 Contato: mmtobar@gmail.com

position: Innovation Manager

company: MJV Technology & Innovation Brasil

description: Responsabilidades: ● Liderança de projetos de inovação e transformação digital para clientes dos setores de seguros, financeiro, energia, óleo & gás e indústria ● Aplicação de metodologias centradas no usuário (Design Thinking, Service Design) para desenvolvimento de soluções estratégicas ● Gestão de projetos com frameworks ágeis, garantindo entregas contínuas e alinhamento com stakeholders ● Coordenação de times multidisciplinares em ambientes corporativos complexos Resultados/Impactos: ● Condu

evidence_experience: "Liderança de projetos de inovação e transformação digital para clientes dos setores de seguros, financeiro, energia, óleo & gás e indústria"


Xhemil Rexhepi

publicIdentifier: xhemil-rexhepi

sourced_title: AI & ML Consultant

headline: AI & ML Consultant

about: Team player with the ability to work cooperatively and proactively with staff inside and outside of the department. High productivity, exceptional performance in meeting deadlines and solving problems. Sense of controlling and managing my daily duties, responding to any particular request different from my usual responsibilities, and feeling satisfied with the job done.

position: AI & ML Consultant

evidence_experience: AI & ML Consultant @ Inspire11 (11/2025 - Present) - no further detail provided


Vladyslav Demianiuk

firm: Civitta

headline: Consultant | Startup & Innovation Ecosystem в Civitta

about: I`m Vladyslav Demianiuk👋My major field of interest is innovation and start-up consulting. Throughout my career, I have concentrated on creating industry-specific growth strategies for companies.In particular, I worked as an auditor for Deloitte where I gained scrutiny for numbers and an ability to translate them into real insights. Also, my experience includes export consulting for Ukrainian mushroom producer that helped me build flexible strategic thinking and implement real-life solutions.

company: Civitta

evidence_experience: "my major field of interest is innovation and start-up consulting... creating industry-specific growth strategies for companies... export consulting for Ukrainian mushroom producer"


Selma Smailagic bajraktarevic

sourced_title: Energy Risk Manager

firm: Trio

headline: Energy Risk Management and Trading - Europe

position: Energy Risk Manager

company: Trio

evidence_experience: Only entry: "Energy Risk Manager @ Trio (03/2024 - Present)" with no further description.


Stanisław Podstawa

publicIdentifier: spodstawa

sourced_title: Risk Manager

headline: Risk Manager at TRIO

about: One man orchestra that doesn't play any instruments.

position: Risk Manager

description: Informed hedging decisions by analyzing information to forecast business, industry, and economic conditions, ensuring our strategies were based on solid insights. Developed bespoke strategies for clients managing over 200 GWh across the EU and the UK, effectively helping them control their energy exposure and mitigate risks. Ran competitive energy procurement tenders, evaluating supplier bids and product structures to match client load profiles and risk preferences. Regularly met with clients to

evidence_experience: "Developed bespoke strategies for clients managing over 200 GWh across the EU and the UK, effectively helping them control their energy exposure and mitigate risks."


Agustín giancarlo Bazán

sourced_title: Senior Data Engineer

firm: Winning

headline: Senior Data Engineer / Senior Data Architect

about: Mi nombre es Agustín, Soy Ingeniero en Informática con especialización en Computación, complementado con un título de Técnico Superior en Aplicaciones Informáticas (DAI). Desde el inicio de mi carrera, he estado profundamente comprometido con el desarrollo de soluciones innovadoras en el mundo IT, construyendo una sólida base de conocimientos tanto técnicos como estratégicos. Actualmente, formo parte de Winning, una consultora destacada donde desempeño el rol de Ingeniero de Datos. En este puesto, lidero y colaboro en proyectos clave relacionados con la gestión, transformación y análisis de datos, utilizando tecnologías avanzadas y servicios en la nube como Azure, Snowflake, DBT, Matillion y lenguajes como Python. Uno de mis principales enfoques ha sido el desarrollo de ETLs eficientes y escalables con Matillion, optimizando los pipelines de datos para garantizar un procesamiento fluido y resultados de alta calidad. A lo largo de mi trayectoria, he participado en proyectos que abarcan desde la ingesta de datos hasta el análisis avanzado, siempre priorizando la calidad, la escalabilidad y la optimización de costes. Me considero un profesional orientado a los detalles y a la eficiencia, con una capacidad probada para identificar oportunidades de mejora en procesos complejos. Mis principales objetivos son: - Seguir aprendiendo y adoptando nuevas tecnologías para mantenerme a la vanguardia en el sector de datos. - Participar en proyectos desafiantes que impulsen mi crecimiento profesional. - Fomentar la colaboración y construir relaciones sólidas en equipos multidisciplinares. Estoy siempre abierto a oportunidades que me permitan seguir creciendo, aportar valor y enfrentar nuevos retos.

position: Senior Data Engineer

company: Winning

description: *Data Masking Project for Data Governance In my current role, I am leading a data masking project focused on data governance, utilizing advanced technologies to ensure the security and privacy of sensitive information. The tools and platforms I am using include: Snowflake: - Implementing a cloud data storage system that allows for scalability and real-time analysis. - Configuring access and security policies to protect sensitive data, ensuring that only authorized users can access critical infor

evidence_experience: "Data Masking Project for Data Governance... Implementing a cloud data storage system... Configuring access and security policies to protect sensitive data" - this is hands-on technical building work, not ownership of an internal governance function.

resolved_account_name: Winning


Priscilla Gandaho

publicIdentifier: priscilla-gandaho

sourced_title: Legal Consultant - Compliance & Contract manager

firm: MEOTEC

headline: | Juriste Compliance & Protection des données personnelles | RSE | Droit des Affaires | Droit Ohada | Contract Manager|

about: Juriste spécialisée en Compliance, RGPD, RSE, Droit des affaires et OHADA, j’accompagne les organisations dans la gestion de leurs enjeux juridiques et éthiques. Forte d’un parcours académique solide et d’expériences enrichissantes, j’allie expertise juridique, capacité d’analyse, d’adaptation et agilité pour offrir des solutions stratégiques et adaptées. Dynamique et engagée, je mets mon énergie au service de projets juridiques stimulants et du développement durable des entreprises dans un environnement globalisé.

company: MEOTEC

evidence_experience: "Consultante chez SERVIER(laboratoire pharmaceutique international)"

resolved_account_name: MEOTEC


Dr. anna lea Kutsch

publicIdentifier: anna-lea-kutsch

sourced_title: AI Adoption and Service Delivery Consultant

firm: AI Factory Austria (AI:AT)

headline: AI Solution Architect bei Advanced Computing Austria ACA

about: Als Consultant und Industrial Engineer mit dem Schwerpunkt Industrie 4.0 verbinde ich analytisches Denken mit praktischer Umsetzung. Meine Stärke liegt darin, Daten, Technologie und operative Prozesse so zu gestalten, dass sie messbaren Mehrwert schaffen.In meiner bisherigen Laufbahn habe ich Unternehmen dabei unterstützt: ◾Prozesse zu optimieren und Effizienzsteigerungen zu realisieren, ◾Datenstrategien zu entwickeln, die Entscheidungen beschleunigen,◾Innovative Lösungen durch gezielte Analysen und kreative Ansätze zu entwickeln.

company: AI Factory Austria (AI:AT)

evidence_experience: "habe ich Unternehmen dabei unterstützt: Prozesse zu optimieren... Datenstrategien zu entwickeln... Innovative Lösungen durch gezielte Analysen und kreative Ansätze zu entwickeln" - describes helping client companies (Unternehmen), i.e. external consulting delivery, not internal firm knowledge ownership.


Akane Sugita

sourced_title: Artificial Intelligence Consultant

firm: ABeam Consulting

headline: AI コンサルタント

position: Artificial Intelligence Consultant

company: ABeam Consulting

resolved_account_name: ABeam Consulting


Michaël Ringelstein

sourced_title: Formateur

firm: Thiga

headline: Senior Product Manager @Thiga @Accor

about: • Product Manager AI• Ingénieur (Data, AI, Systèmes embarqués)• Double diplôme en Management et Administration des Entreprises (MAE) à l’IAE Paris.• Ex Junior-Entrepreneur.

position: Formateur

company: Thiga

description: Formateur Product Manager IA

evidence_experience: "Formateur Product Manager IA" - training role focused on external-facing product management/AI skills, no mention of owning internal knowledge base, IP reuse, or governance function.

resolved_account_name: Thiga


Victor Fraga

sourced_title: Agentic AI Product Owner

headline: AI Product Owner | Artificial Intelligence & Agentic Solutions na MJV Technology & Innovation

about: Olá, sou o Victor Fraga! Após uma jornada focada em Inovação Sustentável, hoje atuo como Product Owner guiando times no desenvolvimento de soluções de Inteligência Artificial Agêntica aqui na MJV. Sou uma pessoa movida por impacto e acredito que a tecnologia é um dos maiores motores de transformação da atualidade. Meu objetivo é desenvolver produtos e agentes de IA que façam a diferença, unindo inovação tecnológica com a construção de uma sociedade mais justa, plural e inclusiva. Quer me acompanhar nessa jornada?

position: Agentic AI Product Owner

evidence_experience: "atuo como Product Owner guiando times no desenvolvimento de soluções de Inteligência Artificial Agêntica aqui na MJV" - guiding teams building agentic AI solutions, no mention of owning MJV's own internal knowledge base or AI-on-internal-data function.


Joan Omovudu

publicIdentifier: joanomovudu

sourced_title: Snr Business Analyst

firm: Expertedge Consulting Group (ECG)

headline: Experienced Professional | Business Intelligence | SQL | Microsoft Excel | Power BI | Analyst

about: With 14 years overall experience and +9 years of hands-on experience as a skilled and results-oriented Business Analyst, I am dedicated to driving business success through strategic delivery of transformative digital solutions. I possess a proven track record of collaborating with cross-functional teams and stakeholders to bridge the gap between business needs and technology implementation across multi-industries. Throughout my career, I have honed my expertise in requirements gathering, analysis, and process optimization. I excel at eliciting, documenting, prioritizing requirements, collaborating and building strong relationships with stakeholders to ensure project alignment and successful outcomes. My strong analytical thinking and attention to detail allow me to dissect complex business challenges and develop innovative strategies that align with organizational goals. As a Business Analyst, I am well-versed in Agile and waterfall methodologies, enabling me to effectively manage and implement projects across various industries. I leverage my deep understanding of business process modelling, use case development, and user acceptance testing to deliver tailored solutions that drive operational efficiency and enhance the customer experience. My robust experience enables me to create visual representations of business processes to identify inefficiencies and propose improvements and streamline workflows and identifying areas for improvement to maximize productivity and reduce costs while identifying potential risks and implementing strategies to minimize their impact on projects. I am committed to professional growth and staying updated with emerging industry trends and best practices. Leveraging my skills, experience, and expertise, I am dedicated to driving meaningful c

position: Snr Business Analyst

company: Expertedge Consulting Group (ECG)

band_reasons: disqualified; ie_unclear

evidence_experience: "I possess a proven track record of collaborating with cross-functional teams and stakeholders to bridge the gap between business needs and technology implementation across multi-industries."

resolved_account_name: Expertedge Consulting Group (ECG)