About Robin
Français
Chercheur et ingénieur en informatique, je suis spécialisé en data science, machine learning et IA. J'ai plusieurs années d'expérience dans les milieux universitaire (PhD et postdoc) et industriel (startup à grande entreprise), travaillant sur des projets de data science (ML, apprentissage profond et IA générative), de recherche d'informations (moteurs de recherche), de systèmes de recommandation (filtrage collaboratif, modélisation d'interactions utilisateurs) et dernièrement d'IA générative (Agent, LLM, prompt engineering, RAG, OpenAI, chatGPT, LangChain, PydanticAI).
Ce que je propose:
- développement de projets de data science, depuis la conception jusqu'à la mise en production (python, spark, databricks, AWS, docker, MLFlow, flask, APIs etc.);
- interventions spécifiques dans mes domaines d'expertise: graph machine learning, NLP, LLM, GenAI (LangChain, OpenAI, PydanticAI) et deep learning (PyTorch, TensorFlow et JAX);
- recherche et veille scientifique;
- gestion de projets data.
English
Researcher and engineer in computer science, I'm specialized in data science, machine learning and AI. I have several years of experience in both academia (PhD and postdoc) and industry (startups and big companies) working on projects in data science (ML, deep learning and generative AI), information retrieval (search engines), recommender systems (collaborative filtering, user interaction model) and lately generative AI (Agent, LLM, prompt engineering, RAG, OpenAI, chatGPT, LangChain, PydanticAI).
What I can offer:
- development of data science projects, from design to production (python, spark, databricks, AWS, docker, MLFlow, flask, APIs, etc.);
- specific interventions in my domains of expertise: graph machine learning, NLP, LLM, GenAI (LangChain, OpenAI, PydanticAI) and deep learning (PyTorch, TensorFlow and JAX);
- scientific research and monitoring;
- management of data-centered projects.
French
Native or bilingual
English
Fluent
German
Conversational
Can work on-site
Marseille (up to 30km)
Experience
- CarboTrackFounder and CTOENVIRONMENTALSeptember 2024 - Today (1 year and 10 months)Marseille, FranceDevelopment of an AI-assisted carbon accounting application. I designed the product, developed the application (FastAPI+React+Docker), and developed the AI pipelines (genAI, LLM, RAG, Agents, Prompt engineering, information retrieval systems, knowledge graph, etc.). Feel free to ask me for access to the application!
- Novartis Pharma BeluxMachine Learning ResearcherPHARMACEUTICALS INDUSTRYDecember 2024 - August 2025 (8 months)Basel, SwitzerlandWorking in the GenAI team on several research projects building LLM agents to tackle electronic health data exploration in clinical trials. Also working on more classical data science projects on specific diseases analysis.
- PigmentSenior Data ScientistTECHFebruary 2024 - July 2024 (5 months)Development of the assisted modeling feature for Pigment, an AI-augmented planning platform built for agility and scale. I coded the full data, LLM (Large Language Model), prompt and RAG (Retrieval Augmented Generation) pipelines in a Python/Flask/FastAPI/OpenAI environment. I also developed several tools to improve the automatic code generation capabilities of the LLMs such as fine-tuning via code grammar parsing with ANTLR and RAG via documentation automatic indexing.
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Education
- Engineer's degree, Department of electronics, telecommunications and computer science.CPE Lyon2016Engineer's degree, Department of electronics, telecommunications and computer science.
- Doctor of Philosophy - PhD, Computer ScienceUniversité Lumière Lyon 22020Doctor of Philosophy - PhD, Computer Science