Freelancer profile translated to English.

Description

Certified Data & AI Architect (RNCP level 7), expert in Dataiku DSS and specialist in industrializing Data platforms in critical environments.

I support organizations in structuring, securing, and industrializing their Data & AI ecosystems through an approach combining pipeline architecture, data governance, MLOps, and cross-functional coordination between business teams, Data Engineers, and Data Scientists.

Specializing in complex migrations under Dataiku DSS, I focus on analyzing existing systems, rebuilding critical processes, optimizing performance, and implementing industrialization standards that ensure platform reliability, service continuity, and scalability.

Certified in Dataiku Generative AI and MLOps Practitioner, I also contribute to integrating generative AI workflows and industrializing AI uses in highly regulated environments.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

BNP Paribas RHG (People Analytics)
Lead Dataiku Consultant | Data Migration & Industrialization
BANKING AND INSURANCE
April 2024 - Today (2 years and 4 months)
Paris 09 Opéra, France
Involvement in a strategic program for migrating and industrializing critical flows under Dataiku DSS in a highly regulated banking environment.

Developed Data pipelines for monitoring and analyzing the recruitment journey: collection, transformation, and validation of HR data.
Contributed to the scoping and structuring of critical flow migration: prioritization, milestone security, technical coordination, and deliverable tracking.
Migrated and rebuilt complex workflows under Dataiku DSS, ensuring strict functional equivalence and securing critical processes.
Analyzed existing systems, performed reverse engineering, and reconstructed business logic on poorly documented pipelines to ensure operational continuity.
Redesigned and optimized pipelines using Oracle SQL push-down, enabling the transition from weekly to daily processing and reducing execution times by over 50%.
Designed, industrialized, and orchestrated Dataiku pipelines: automated scenarios, monitoring, alerting, recovery management, and execution security.
Implemented Python Data Quality frameworks to ensure the reliability, compliance, and traceability of processes.
Defined storage standards and contributed to Data governance: SCD2 historization, Delta management, and flow standardization.
Provided technical coordination and secured data flows in a critical banking context with high demands for service continuity and business autonomy.
Designed and led Dataiku workshops to support skill development for employees and business team autonomy.
Dataiku DSS Python Programming Oracle Avature Azure Databricks
Freelance
Data Science, AI & Industrialization Consultant
AGRICULTURE
June 2013 - April 2024 (10 years and 10 months)
Fort-de-France, Martinique
Supported Data Science and AI projects across various sectors, from scoping to solution industrialization.

Designed an analytical system for fraud cost reduction based on classification and behavioral analysis models in a highly imbalanced data context, optimizing false positives and monitoring performance via Precision-Recall metrics (AUPRC target > 15%).
Developed predictive solutions and NLP architectures for economic data analysis and optimization of risk/return steering.
Designed forecasting models (supply chain, sales) with measurable improvements in operational performance and forecast reliability.
Implemented value-oriented analytical systems for customers: churn prediction, segmentation, and recommendation engines.
Designed and developed data pipelines for process analysis, identification of friction points, root cause analysis, and definition of operational optimization axes.
Python Dataiku DSS Churn prediction Fraud detection Data scientist NLP
Air France
Aircraft Commander | Operational Coordination & Risk Management
AVIATION AND AEROSPACE
February 1996 - June 2013 (17 years and 4 months)
Paris, France
Over 15 years of experience in a critical environment requiring rapid decision-making, operational coordination, and strict adherence to safety procedures.

Coordinated multidisciplinary teams and managed operations in a highly constrained environment.
Rigorously applied international safety standards and air traffic regulations.
Made rapid decisions and arbitrated in critical situations to ensure safety, service continuity, and operational risk management.
Amadeus Project management Team management Risk management Regulatory compliance