Projects
AI-powered platform for building and iterating on data-driven products. Focused on automation, rapid prototyping, and integrating LLMs into real-world workflows for analytics and decision-making.
Customer insights SaaS for e-commerce. Features geolocation enrichment, customer segmentation, and LLM-powered persona generation deployed on GCP.
Google Ads Automation Tool
Automation tool for Google Ads campaign management: LLM-based keyword generation, web scraping, campaign management UI, and cloud deployment.
AI-powered home renovation platform that generates instant project estimates, captures leads through SEO/SEA landing pages, and connects homeowners with subcontractors for project execution.
Experience
Data Scientist - Freelance
Designing and industrializing causal measurement frameworks for in-store advertising campaigns: implementing advanced matching algorithms (1:1, M:N), defining statistical best practices (significance, bias control), deploying production-grade services for campaign generation and measurement, and delivering interactive dashboards to monitor performance and ROI.
Data Scientist - Freelance
Improving evaluation practices of detection models in production: designing robust test datasets, implementing A/B testing protocols, standardizing KPIs, and developing production-grade code.
Forecasting price indices and building decision-support dashboards for commercial teams. Developed forecasting models and packages, optimized pricing strategies, and integrated exogenous variables.
Anomaly detection for train maintenance systems. Developed ML models, conducted exploratory data analysis, and collaborated with domain experts to build internal tooling for reproducibility.
Customer insights consulting across industries (La Samaritaine, Ponant, B&B Hotels). Delivered customer segmentation, NLP-based review analysis, data visualization, and executive presentations.
Data Scientist
Data collection and ML modeling for company intelligence: large-scale web scraping, revenue prediction, industry classification, and keyword suggestion engine.
Data Scientist - Freelance
Customer insights and LTV modeling for e-commerce: customer segmentation, lifetime value prediction, dashboard development, and strategic recommendations.
Data Science Teacher - Freelance
Teaching data science bootcamp sessions covering Unsupervised Learning, NLP, and Churn Prediction.
Simulation Engineer - Freelance
Engineering simulation and optimization: engine and vehicle simulation, DOE and optimization, model calibration, and ML-based simulation proof of concept.
Education
Data Science Bootcamp — Full Stack
2019 – 2020JEDHA · Paris
24-week intensive program covering the full data science stack.
Master of Science — Powertrain Engineering
2010IFPEN · Rueil-Malmaison
Master of Science — Fluid Mechanics
2009UPMC · Paris
Engineer's Degree
2006 – 2009Arts & Métiers — ENSAM · Châlons-en-Champagne
General engineering school (Grande École).