About Michael
French
Fluent
English
Native or bilingual
Experience
- Insitoo GroupData ScientistDIGITAL AND ITSeptember 2025 - Today (11 months)Lille, FranceInsitoo Group is a French group specializing in digital services, consulting, and HR solutions, supporting companies in their transformation, innovation, and technological development projects.►Predictive Modeling & Forecasting:Development of production-ready predictive models to forecast the revenue of a portfolio worth several million euros, achieving a MAPE below 2% and supporting strategic planning.►Data Engineering & ETL:Design of robust ETL pipelines integrating data from multiple APIs and databases (>100 GB), ensuring their quality, reliability, and availability for analyses and dashboards.►Business Intelligence & Visualization:Development of interactive dashboards and KPIs for Top Management to monitor performance and accelerate data-driven decision-making.►Generative AI & Recommendation Systems:Design of a recommendation engine based on LLMs, RAG, embeddings, and semantic search to improve talent-project matching.►AI Agents & Automation:Development of intelligent agents to automate business processes, particularly invoice matching, saving 20 hours of work per month.
- TrottaMachine Learning Engineer ConsultantTECHFebruary 2026 - February 2026San Francisco, CA, USATrotta is an AI-powered autonomous cybersecurity platform that continuously simulates real-world attacks to detect, prevent, and respond to cyber threats in real-time.►Machine Learning Systems Design:Design and development of a production-ready phishing detection pipeline, based on a six-level ensemble scoring architecture combining fine-tuned Transformer models with heuristic and rule-based approaches.►Fine-tuning & NLP:Building, cleaning, and annotating a corpus of over 100,000 emails, then fine-tuning a Transformer model achieving 95% accuracy for classifying phishing, spam, and legitimate emails.►Model Optimization:Analyzing the limitations of a standard model deployed in production, developing a more robust alternative, and improving the system's accuracy, generalization, and reliability.►Model Industrialization:Defining a scalable, production-oriented classification architecture, facilitating the integration of advanced NLP models into a cybersecurity platform.
- Nonso.aiAI ConsultantTECHJune 2025 - July 2025 (1 month)Kentucky, USANonso is a startup specializing in the development of generative AI solutions, digital twins, and intelligent applications aimed at accelerating enterprise digital transformation.►AI Solutions Architecture:Design of a full-stack AI platform prototype integrating embedding models, vector databases, and LLMs to ensure real-time contextualization of digital twins.►Generative AI & RAG:Development and optimization of a Retrieval-Augmented Generation (RAG) pipeline leveraging external APIs, knowledge graphs, and vector search to generate contextualized responses and validate solution feasibility.►Language Model Integration:Evaluation and integration of language models (LLMs) to enhance the reasoning, information retrieval, and content generation capabilities of the prototype.
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Education
- Data Strategy Introduction to Programming Using Python CertificateData Strategy Introduction to Programming Using Python Certificate
- Data Analysis with Excel Pivot TablesData Analysis with Excel Pivot Tables