Alain Bernard MUGWANEZA

Data & AI Project Manager| Data Governance Manager

3 recommandations

Salaire / Taux journalier

3 personnes recommandent

Mouscron, Belgique

Mobilité : Paris, Lyon, ...

Freelance

Peut venir sur site

Expertises

Conduite du changementRGPDCybersécuritéBase de données SQLResponsable du changementGestion de projet - PMO

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À propos

Introduction

With a decade of consulting experience, I have cultivated a career centered on Data Governance, AI Governance, Data Privacy Governance, Data Security Governance and Data Quality Governance. I have advised and supported clients while developing data-focused professional services for consulting firms as a Data Practice Manager. I have worked closely with Chief Data Officers (CDOs), Heads of Data Governance and Data Protection Officers (DPOs), Chief Risk Officers (CROs)

Liens

Expérience de travail

Collibra Data Quality Governance- Data Change Manager & DQ Enablement Plan Owner

Siemens Energy

sept. 2025 - Présent

1 an 2 mois

The Senior Data Quality/Governance PMO is a key member of Data Governance team, working closely with cross-functional teams to implement and manage strategies. He oversees project planning, optimizing resource allocation, and ensuring effective stakeholder communication. + Support and manage strategic Data Governance projects. + Support the design and implementation of data quality strategies, focusing on improvement and stakeholder engagement. + Serve as a trusted advisor and problem solver across Data Domains + Handle change management initiatives, supporting the company’s digital strategy + Support the implementation of enterprise data quality tool, partnering with business and technical teams. + Coordinate team members across various data quality projects to ensure alignment and effective execution of initiatives. + Prepare training materials and presentations for senior management and key forums.

Senior Data Governance Consultant - Data & AI Governance Framework, Microsoft Purview

ESM - European Stability Mechanism

oct. 2025 - janv. 2026

4 mois

Luxembourg

In support of the Corporate Governance & Internal Policies (CGIP) team to increase the DG maturity of the organization in Principles and Policies, Data Quality management, Metadata management, Master data management and Privacy and Security, I contributed by: - Reviewing and proposing updates to the DG Framework - Designing a AI Governance Framework - Educating data champions with Data Management concepts and best practices - Updating MS Purview and MS Fabric business case - Sharing best practices

Collibra Adoption Expert - Operational Handbook & Guide

BNP Paribas Cardif

nov. 2025 - déc. 2025

2 mois

92000 Nanterre, France

Supporting the Group Chief Data Office in onboarding and training Data Domain Managers and Data Stewards by creating a Handbook: + Collibra Handbook Part 1:Describing the use cases for Collibra and their delivery process: DG requirements, tasks, DG roles and responsibilities, RACI, Collibra features + Collibra Handbook Part 2: Describing the Collibra Asset Model and Operating Model and how it enables the DG Framework: data domain ownership and stewardship, governance processes, RACI, automation via workflow + Collibra Handbook Part 3:Explaining how to use Collibra: search, find, understand + Collibra Handbook Part 4:Describing step by step how to document the use cases in Collibra using export/import/create workflow and leveraging the asset model: domains, assets, attributes and relations + Collibra Handbook Part 5: Describing best practices

Proximus Group

déc. 2024 - août 2025

9 mois

Emeabiam, Imo, Nigeria

Collibra Data Catalog Program Manager - Data Compliance ISO 27001, NIS2, GDPR, EU AI Act

déc. 2024 - août 2025

9 mois

Emeabiam, Imo, Nigeria

In the context of an ISO27001 external audit, helping the company: + design and launch a Data Catalog Program to address ISO27001 nonconformities and build a Governance structure around Data Security, Data Privacy and AI Governance and deliver compliance with ISO27001, NIS2 + Drive ISO27001 data compliance implementation roadmap from scoping to internal audit readiness + onboard and work with application teams to Catalog and classify their applications against security and privacy requirements + Define and enforce frameworks: policies, standards, procedures and control matrices + Prepare and deliver compliance documentation, awareness training and stakeholders reports + implement an end-to-end process that allows deployment of the data Catalog and scaling the data classification initiative + build a single compliance framework aligning ISO27001, GDPR and EU AI Act + Deploy a change management plan + AI for Data Governance: testing AI feature for classification + engaging with business, IT, Data and Legal stakeholders

Data Governance Manager - ISO27001 Data Inventory & Classification - Annex 5.9 and 5.12

déc. 2024 - août 2025

9 mois

Emeabiam, Imo, Nigeria

In the CoE Data Governance & Quality, I am delivering: + Unified Compliance Framework covering: ISO27001, Data Privacy, EU AI Act ... + Governance Board and a Governance Charter + Data Governance Framework with Policies and Standards, Roles and responsibilities, Tool (Collibra Governance Platform, Collibra DQ & Observability) + Adjusted Collibra Operating Model with new communities, glossaries, assets and glossaries + Data Cataloguing and Classification process + Training curriculum

Data & AI Gouvernance Specialist - Data Mesh EU AI Act MS Purview

Electrolux Group

déc. 2024 - juil. 2025

8 mois

Stockholm, Suède

As part of the Group Data Office, I supported the Group CDO and Data Governance Officer in: + Implementing Data Governance: framework and policies + designing the Data Stewardship framework: Data Steward Playbook and Data Stewardship guideline + creating the Data Quality framework and writing the Data Quality policy + Writing and publishing the Data inventory Policy and use case + delivering the Data Mesh MVP: Data Product published in the Databricks and in Purview Data Catalog + Establishing foundations for Adoption: engaging with a worldwide data community in building a Data Governance Framework in a federated operating model + Coaching Data Product Owners in developing and having their data products certified + Coaching Data Product Owners, Data Stewards, Data Governance Specialists

Data Catalog Management Strategy - Roadmap/Requirements/implementation

FUNDISSIME

déc. 2024 - mars 2025

4 mois

Genève, Suisse

+ Advice on setting up the Data Governance Program + Proposed a Data Governance Roadmap + Evangelised about Data Governance + Delivered a PoC for OpenMetadata Tools: Collibra - Talend - Open Metadata - Microsoft Purview - Precisely

Copilot Readiness Assessment & Information Governance Advisor

COCOF - Commission communautaire françaiseFreelance

sept. 2024 - janv. 2025

5 mois

Bruxelles, Belgique

For a Public Institution, I delivered: + Information Governance Maturity Assessment + Copilot Readiness Assessment + Information Governance Roadmap + Copilot Implementation Roadmap + Assessment of Data Privacy Capability

Lombard Odier Group

mars 2024 - oct. 2024

8 mois

Genève, Suisse

Data Catalog Strategy Specialist & Data Project Manager

mars 2024 - oct. 2024

8 mois

Genève, Suisse

As Project Manager and reporting to the Data Program Manager, I am leading the deployment of Data Governance and Data Catalog across Lombard Odier Group. + Assessed the Data Governance Maturity and identified business needs + Delivered assessment reports + Identified the gaps in data cataloging and governance practices + Developed a Data Catalog strategy to deliver business value to the bank + Established a delivery approach for the Data Catalog streams in the Data Governance Roadmap + Established a roadmap for implementation, including timelines and milestones + Identified use cases for the data catalog based on organizational needs + Collaborated with lines of business to ensure their business requirements are met + Developed governance processes for data catalog + Developed processes for data catalog maintenance + Created a change management plan for rolling out the data catalog use cases + Created the training content to be delivered to data stewards + Created the Data Steward handbook for data governance operations + Delivered workshops to business stakeholders and data stewards + Created an onboarding, training and coaching approach for data stewards + Provided regular progress reports to the SteerCo members outlining accomplishments, challenges and next steps

Data Governance Officer & Senior Data Steward@Data Office - FINMA / KYC /AML /FATCA

mars 2024 - oct. 2024

8 mois

Genève, Suisse

As member of the Data Governance Office, and reporting to the Chief Data Officer, I am in charge of: + Assessing Data Governance Readiness and maturity + Designing the Data Governance Roadmap + Updating the Data Governance Framework + Implementing the Data Governance Target Operating Model + Designing and delivering Onboarding and Training sessions for Data Stewards and Data Custodians + Identifying and designing Implementation business data use cases + Redesigning the metamodel of Data Catalog + Establishing Data Modelling best practices for metadata management + Reviewing and updating Data Policies + Advising and supporting the CDO on Data Governance topics + Establishing Data Steward Community + Promoting Data Governance best practices + Leading Regulatory data use cases : FATCA/CRS/KYC/AML/BCBS239 #TalendDataCatalog #DataCatalogAdoptionStrategy #DataLeadership

Collibra

juin 2021 - mars 2024

2 ans 10 mois

Emeabiam, Imo, Nigeria

Professional Services - SaaS Implementation Manager

déc. 2022 - mars 2024

1 an 4 mois

Emeabiam, Imo, Nigeria

Leveraged my expertise as Data Governance Expert and my experience as Consultant to lead the implementation projects toward delivering business value and establishing foundations for adoption by: - Focusing on meeting business expectations - Operationalising Data Frameworks - Establishing Platform Management/Ownership and a use case-driven delivery model + Act as SPOC for customers throughout the end-to-end implementation project delivery. + Help Customers identify Implementation use cases + Gather and document Customer requirements + Define Project scope and plan, lead and monitor implementation projects of Data Catalog/Business Glossary/Data Quality/ following the standard or customised approach. + Provide customer guidance throughout the implementation. + Handle multiple implementation projects in parallel. + Act as Implementation Advisor: provide recommendations and best practices to CDO/Data Governance Lead on Implementation and adoption of Collibra and Data Governance

Collibra Adoption Expert - Coaching and Health Assessment

août 2023 - janv. 2024

6 mois

Paris, France

Advised and coached Data Governance Leads and Collibra Platform Owners by: - Leveraging enterprise coach skills and expertise - Leveraging my Data Governance and Strategy expertise - Sharing best practices and recommendations with Customer Data Governance Leads or CDOs Topics covered: - Data Governance Operating Model and Collibra Operating Model - Collibra Platform Governance, Collibra Platform Management, Collibra Product Owner - Data Governance Framework Implementation - Use Case-driven delivery model - Adoption Strategy for Collibra Platform and Data Governance - Collibra Roadmap, Collibra use cases backlog Delivered Healthcheck to improve Customer Success by: - Auditing Operating Model built in Collibra - Persona targeted - Onboarding strategy - Deployment Strategy - Collibra Platform Management alignment with Data Strategy - Use case roadmap

Data Privacy Governance Expert/ Data Policy Governance Expert for Center of Excellence

août 2022 - déc. 2023

1 an 5 mois

United States

The Collibra Center of Excellence is responsible for producing vertical and use case-based accelerators for Collibra Privacy implementations. Accelerators include pre-configured operating models, integration templates, thought leadership, best practices ... Data Governance has slowly extended its scope to Data Privacy Governance. As CoE team member, I support our Professional Services in: - building the right Product strategy for Data Policies Governance - building a library of regulatory use cases - enhacing the delivery methodology for Collibra Data Privacy implementation I mainly work on: - Best practices for governance - Key Success Factors for implementation: Frameworks, Use Cases, Implementation Approach, Delivery Methodology - Data Governance advisory Author of: - Best Practices for Business Glossary Governance - Best Practices for Reference Data Governance - Platform Governance best practices

Professional Services - Implementation Specialist & Enterprise Architect

juin 2021 - mars 2023

1 an 10 mois

69340 Francheville, France

The Collibra Professional Services EMEA team provides expert advisory and implementation services, drawing on years of experience working with the global community of Data Citizens. As part of EMEA team, I am involved in: + Collibra foundation implementation projects to deliver first value (Data Catalog/Business Glossary/Data Lineage/Policy Management) GUI customisation, Data ingestion, Users Management, API, integration with other tools Business Architecture, the IT architecture, the Data Architecture on client side to propose the best approach for implementation + Health Check Assessment to recommend best practices for improving usage and adoption of the platform + Program (Maturity) Assessment projects to recommend strategic, tactical and operational prioritised actions to increase the data intelligence maturity

Avantage Reply

mars 2020 - juil. 2021

1 an 5 mois

Brussels Region, Belgium

Data Practice Manager @Avantage Reply- member of the Reply Belgium Management Team

mars 2020 - juil. 2021

1 an 5 mois

Brussels Region, Belgium

As a Manager and Data Practice Lead, I was member of the Management Team and my scope involved building internal data capabilities which sustain a business value-oriented data solutions offer. + Delivering consulting services, including team leadership and selling consulting services +Designing and scoping large and complex data governance implementation projects + Working in a client advisory role, demonstrating written and verbal communication skills + Leading discussions such as implementation methodology and roadmapping + Define implementation methodology and delivery approach + Providing objective and unbiased advice to customers + Produce the financial proposal + Prepare and take part in presentations to the customer + Financial monitoring and reporting

Data Governance Project Lead @Crelan- DG TOM, Data Governance Strategy, Data Quality &Classification

mars 2021 - mai 2021

3 mois

Brussels Metropolitan Area

For a Belgian Bank, I designed the project and acted as Project Lead for the delivery: + Defined the Organization and the CDO mandate in the Data Governance Charter + Defined and participated in the deployment of the Data Maturity Roadmap + Defined and participated in the implementation of the Data Governance Framework + Drafted the training slide deck + Wrote the Data Governance Policy, the Data Governance Charter, and the Data Quality Policy + Designed the Data-related processes: BPMN diagram and slide deck Stakeholders: Data Office (Data Officer), Head of Risk, Head of Finance, Head of Compliance, Head of IT, CISO, Head of Transformation Office

BCBS239 Compliance & Governance Project Lead @Natixis- Framework/Independent Validation function

nov. 2020 - mars 2021

5 mois

69340 Francheville, France

For a French investment bank under supervision by the ECB, I won the RFP, designed the BCBS239 Governance Project and led the team. + Addressed the JST recommendations on the 2nd Line of Defense independent validation function to implement +Designed and Implemented the BCBS239 Framework for Governance, compliance monitoring, and 2nd Line of Defense in BAU Mode (link with bank-wide control framework and existing data control landscape) + Defined and rolled-out a BCBS239 Global Coordination roadmap + Organized workshops on Data Governance framework and second line of defence for data area + Defined the mandate for the independent validation Global Coordinator + Wrote the BCBS239 Global Governance Framework and Coordination Charter Stakeholders: Risk, Finance, IT, CDO Office, CDMO Office Responsibilities: Self-Assessment exercise, Workshops with JST preparation, Writing the Charter, Action Plan for the CDO Office, Validation Function framework,

Data Gouvernance Analyst - Data Governance Policy/Data Privacy Policy/Data Quality Policy

Belfius

janv. 2020 - juil. 2020

7 mois

Brussels Area, Belgium

Member of the Corporate Data Office team. I delivered: + Business Glossary: Training deck for Data Stewards + Business Glossary: Use case documentation process + Business Glossary: Guidelines for authoring Business Terms definition + Business Glossary: Naming convention rules for Business Terms + Data Governance Operating Model: Data Roles applied to Processes (Data Quality, Data Lineage, Data Taxonomy,Data Security) via RACI and design of the Processes + Data Governance and Data Policies: initial draft in start up phase, contribution to the Principles + Data Governance CookBook: CDO Office processes, SAS BDN use, Data Steward tasks, Naming Convention

DynaFin Consulting

nov. 2018 - mars 2020

1 an 5 mois

Brussels Metropolitan Area

Data Management Consultant

nov. 2018 - mars 2020

1 an 5 mois

Brussels Metropolitan Area

As a Data Quality Expert and Certified Collibra Expert Level I, I worked directly with their clients on data-related projects, helping them to achieve meaningful outcomes through Data Governance and Data Quality Management.

Data Practice Master - Data Solutions for Financial Institutions

juil. 2019 - mars 2020

9 mois

Bruxelles, Belgique

As Data Practice Master for Data Solutions: + Market search and watch on Data Governance & Data Management consulting services (Belgium) + Designed the approach and methodologies specific to every Data Solution + Designed the Data Training Path + Trainined consultants in Data-related subject matters, workshops and Business Cases + Spoke on Data-related matters for internal keynotes and events + Supported Data Practice team in delivery

Data Quality Project PMO / KYC Data Quality Analyst / Referential Data Steward

BNP Paribas Fortis

févr. 2019 - janv. 2020

1 an

Brussels Area, Belgium

I joined a Regulatory Project (KYC/AML, CTF) aiming to govern and ensure the quality of the counterparty data that are screened in the context of KYC/AML and CTF : Ultimate Beneficial Owners (UBO), Senior Managing Officials, Authorized Signatories, Parent Companies ... Data Quality Framework Data Governance Data Quality Project Follow-up: SteerCo meeting with BNPPF CDO, COO, DG Lead ... Various Business Stakeholders + Compliance, KYC teams + Data Governance & Tooling + DM + Data Quality, IT

PMO IT Reporting & Data /Data Quality Analyst / Business Data Analyst

Candriam

sept. 2017 - déc. 2018

1 an 4 mois

Brussels Area, Belgium

ROLES: + Operational Data Steward/ Data Quality Analyst + Subject Matter Expert in Finance + Business Testing Analyst + SPOC: Daily Digital Data Delivery Application (Belfius Private Client Mandates), PDF Daily Reports for Private Bankers + Business Analyst #AssetManagement #ClientReporting #FinancialDataAnalyst

Financial Analyst & Project Manager for a first-time impact investing fund

AfricanWise

sept. 2015 - mai 2016

9 mois

Amsterdam Area, Netherlands

African Wise was a network of Consultants specialized in projects for Africa. Based near Amsterdam, the company was dedicated to Project Management, Business Development, Fundraising, Market Research. I was involved in a project about launching an impact investment fund: + Business planning, + Project Management +Fund strategy set-up. Via my personal network, I connected the project sponsor with a potential first-time investor. I traveled from Netherlands to Belgium and Luxembourg for business events.

Analyst in Financial Planning & Analysis team (Cognos BI Project)

Euroclear

janv. 2015 - mars 2015

3 mois

Brussels Area, Belgium

I joined the FP&A (Financial Performance & Analysis) team as intern to work on the project of setting up performance analysis reports about revenues, using a new BI tool: Cognos. I was in charge of testing the BI tool as 1st user, setting up the reports with the right granularity, solving data discrepancies, reporting to IT team about data errors, validating data requirements and accuracy with Accounting team. I build up a proof of concept with data from Cognos TM1 and Cognos Query Studio.

Sales Advisor

H&M

oct. 2011 - oct. 2012

1 an 1 mois

✔ sales and cashier tasks ✔ Good quality service to clients with high income (Uccle)

Consultant in Competitive Intelligence- Web Information Specialist

BrainsFeed

oct. 2010 - mars 2011

6 mois

Bruxelles, Belgique

After a training in Competitive intelligence with an Enterprise Information Management perspective, I was part of a consulting project. In team with 2 other junior consultants, we were supervised and mentored by Pierre-Yves Debliquy ✔ Watch, research of data needed for their strategic decision ✔ Monthly meetings with managing director and commercial director ✔ Presentation, data analysis and discussion about strategic opportunities Outcome: they updated their website, closed their web shop (best strategic option)


Formation

Project Management Institute

PMI Certified Professional in Managing AI (PMI-CPMAI)™, AI

2026 - 2026

3 mois

PMI-CPMAI Exam Prep Course & Certification Module 1 The Need for AI Project Management Module 2 Matching AI with Business Needs (Phase I) Module 3 Identifying Data Needs for AI Projects (Phase II) Module 4 Managing Data Preparation Needs for AI Projects (Phase III) Module 5 Iterating Development and Delivery of AI Projects (Phase IV) Module 6 Testing & Evaluating AI Systems (Phase V) Module 7 Operationalizing AI (Phase VI)

The Johns Hopkins University

Certificate Program in AI Business Strategy, Intelligence artificielle

2025 - 2026

4 mois

The 10-week online program is led by Dr. Ian McCulloh from Johns Hopkins University, former US Federal AI practice Lead at Accenture MODULES + The AI Landscape: R.O.A.D. Framework for managing AI projects. + Machine Learning Fundamentals: how to evaluate and predict ML outcomes. + AI and ML Technologies: how to choose the right AI algorithm. + Optimizing Data for Business Success: how to assess data quality, manage data size and consistency + Optimizing AI Resources and Performance: how to balance the trade-offs in AI systems + Mitigating AI Bias and Risks: how to understand the legal and privacy responsibilities that come with using AI. + Generative AI: how key technologies and AI approaches can be applied in practice. + Leading AI Revolution: how to build a diverse team for better project results. + Designing Scalable AI Projects: how to plan and execute successful AI initiatives. + Managing Large-Scale AI Implementations: how to optimize project delivery and ensure success.

Vlerick Business School

Attendance certificate, Management Control

CONTROLLERSDAY by Vlerick Business School & BIMAC

Ichec Brussels Management School

Postgraduate certificate, Management controlling

Résultat : Cum laude

Activités et associations : ICHEC Alumni

+ Strategy & Operations management : Forecast, Budget, Procurement, Company restructuring + Operating results analysis : Balanced scorecard, Budget variances and monitoring + Cost accounting : full and partial costs, Job and Process costing, Activity based costing + Advanced tools : ERP, Internal control, Risk management, Financial Analysis

CANDRIAM Academy

Certificate, Accredited introduction to Social Responsible Investment

ESCP Business School

Certificate via Skill First Finance, Postures et compétences du manager à distance

1. Contexte du management à distance 2. Processus du management à distance 3. Pistes d’amélioration , Outils

House of training Luxembourg

Completion Certificates (after exam), Bank Financial Management

ANALYSING BANK's BALANCE SHEET, Fundamental level, 8 hours BANK FINANCIAL CONTROLING, Advanced level, 16 hours ANALYZING COMPANIES' BALANCE SHEET as Banker, Expert level, 32 hours

TechnofuturTic (DATA ACADEMY)

DATA SCIENTIST

BUSINESS ANALYSIS IT PROJECT MANAGEMENT DATA MINING

Conservatoire National des Arts et Métiers

Online certificate, From Agile Manager to Designer Leader : Become agile and collaborative

Management basics and new strategic skills to develop in the context of digital transformation within organizations: - Being an agile manager - Using design thinking principles to innovate and to manage on a daily basis - Working in collaborative mode and how to create collective intelligence - Becoming an eminent leader

Technofuturtic

GDPR - How to ensure my company's compliance with the Directive, Data Privacy Management

Activités et associations : Databeers, AI Brussels Meetup

+ Introduction to GDPR + Roles: Data Controller, Data Processor, Data Privacy Officer + Privacy: as a right, Privacy by Design, as a requirement in Functional Analysis + Information Security Management System Iso 27000, Risk management + Identify Access Management: data model, management functions, implementation + Implementation and Study cases

Université de Namur

Master’s Degree, (Ma) Finance and Financial Management Services

Activités et associations : - BIMAC Student member


Licences et certifications

Corporate Governance- organisation of the board of directors

Délivré le : août 2025

Certifié par GUBERNA - Instituut voor Bestuurders/Institut des Administrateurs

Certified Responsible AI Professional: AI Governance: Product Overview

Délivré le : févr. 2025

Certifié par OneTrust

Portfolio

Collibra Solution Architect

Business Analyst - Data Quality Analyst - PMO

Collibra: Chef de projet implémentation de Collibra Data Catalog et Collibra Data Quality

Project Manager/ Expert - conformité ISO27001/NIS2/DORA/RGPD

Gestion de projet - mise en conformité Bâle III

Implementation of ROPA in Collibra

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