Description

J’accompagne les entreprises et institutions dans l’exploitation avancée de leurs données pour améliorer la prise de décision, maîtriser les risques et industrialiser des modèles analytiques à fort impact.

Avant de fonder Contractzlab, j’ai exercé comme Data / Data Project Manager dans un grand groupe bancaire international, sur des sujets critiques de data architecture, gouvernance des données, conformité réglementaire et modèles de risque. J’y ai travaillé sur des jeux de données sensibles, à forte volumétrie, dans des environnements contraints (sécurité, auditabilité, exigences réglementaires).

En tant que Data Scientist, je combine expertise métier (banque, risque, conformité) et modélisation avancée pour transformer des problématiques opérationnelles en solutions data robustes et exploitables.

Types de projets & livrables

Analyses exploratoires, qualité et structuration des données

Modèles de scoring crédit, risque, churn, détection d’anomalies

Études statistiques avancées (corrélations, ROC/AUC, segmentation)

Pipelines data et industrialisation de modèles

Tableaux de bord décisionnels et reporting exécutif

Documentation, restitution métier et accompagnement équipes

Ce qui me différencie

Expérience terrain grands comptes avant l’entrepreneuriat

Forte capacité à parler à la fois data, IT et métiers

Approche orientée robustesse, conformité et mise en production

Languages

French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Spanish
Conversational

Workplace preferences

Can work on-site

Paris (up to 50km)

BNP Paribas Securities Services
Data architect
BANKING AND INSURANCE
September 2020 - March 2025 (4 years and 6 months)
Paris, France
Data Project Manager – Enterprise Architecture (BNP Paribas)Specialized in IT Regulatory Compliance and Data Governance (GDPR, ITRegulations)
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As a Data Project Manager within the Enterprise Architecture team, I wasresponsible for ensuring regulatory compliance and data governance acrossIT projects, with a particular focus on GDPR and enterprise-wide data handlingstandards.Key responsibilities included:IT Validation Committee preparation: Led the data assessment componentsof projects submitted for IT validation, including defining the project’sInformation Model, reviewing data flow documentation, and providingregulatory assessments across data sourcing, protection, and retentiondimensions.Framework improvement: Proposed enhancements to the enterprisedata governance framework and contributed to the evolution of the dataassessment process to better align with IT compliance requirements.Governance contributions: Escalated and formalized the integration of newInformation Entities and Business Processes required to support robustcompliance evaluations.Coordinated closely with Data Privacy, IT Risk, Security, and Architectureteams to ensure alignment with GDPR, DORA, and other cross-functionalregulatory obligations.
Software Architecture intelligence artificielle
BNP Paribas
Business Analyst Lead
April 2018 - September 2020 (2 years and 5 months)
Île-de-France, France
As Head of the Regulatory Engineering team, I led the end-to-end designand deployment of regulatory controls across BNP Paribas’ trading activities,ensuring compliance with international financial regulations such as FATCA,AEOI, and MiFID II.Key responsibilities included:Architecting control frameworks to monitor and enforce compliance on clientdata, product classifications, and transaction flows.Implementing automated regulatory checks across trading desks to supportaccurate and timely regulatory reporting.Driving cross-functional coordination with Legal, Compliance, IT, and DataGovernance teams to ensure proper integration of regulatory requirements intobusiness and IT systems.Overseeing remediation plans in response to audit findings or regulatory gaps,with a focus on sustainable compliance and operational resilience.Contributing to strategic initiatives to enhance the firm’s regulatory posture,particularly around data lineage, reporting accuracy, and control traceability.
BNP-Paribas
Business Analyst Regulatory Engineering
February 2016 - April 2018 (2 years and 2 months)
Paris Metropolitan Area, France
As Head of the Regulatory Engineering team, I led the end-to-end designand deployment of regulatory controls across BNP Paribas’ trading activities,ensuring compliance with international financial regulations such as FATCA,AEOI, and MiFID II.Key responsibilities included:Architecting control frameworks to monitor and enforce compliance on clientdata, product classifications, and transaction flows.Implementing automated regulatory checks across trading desks to supportaccurate and timely regulatory reporting.Driving cross-functional coordination with Legal, Compliance, IT, and DataGovernance teams to ensure proper integration of regulatory requirements intobusiness and IT systems.Overseeing remediation plans in response to audit findings or regulatory gaps,with a focus on sustainable compliance and operational resilience.Contributing to strategic initiatives to enhance the firm’s regulatory posture,particularly around data lineage, reporting accuracy, and control traceability.