Freelancer profile translated to English.
Back to original languageAbout Jason
💡 Expert Data & AI – I automate your processes, leverage your data, and make AI accessible to your business.
Do you have untapped data? Repetitive tasks to automate? A need to concretely integrate AI into your operations?
🎯 I help you transform your data into performance drivers.
✅ What I do for you:
- Automation of time-consuming tasks: PDF extraction, Excel formatting, data integration from sensors or SQL databases.
- Business-oriented AI models: classification, prediction, time series, deep learning, based on your real use cases.
- Visualization & KPI monitoring: dynamic dashboards (Power BI, Looker, Streamlit) for quick decision-making.
- Custom AI Assistants: intelligent chatbots capable of directly answering your questions from your own documents (NLP, LLM, RAG, Embeddings).
🔍What I bring to you:
✔️ Solid expertise (5 years) on concrete, ROI-oriented data projects
⚡ Quick start
🤝 Tailored support: I adapt to your pace and your tools
💬 Clear communication: I demystify AI concepts for your teams
Looking for a profile capable of understanding your business challenges, delivering reliable technical solutions, and saving you time through data and AI? Let's talk.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- 4CAD GroupAI ArchitectJanuary 2026 - Today (7 months)Definition of the group's LLM strategy and management of the data team.🎯 Objective: position 4cad Group as a sovereign player in its data by arbitrating between On-Premise solutions and Cloud APIs.➡️ Comparative benchmarks of LLMs (On-Premise vs Cloud) to evaluate performance, cost, and GDPR compliance — delivery of a strategic arbitration report to the COMEX.➡️ Architecture of clustering solutions for the automotive sector, aimed at optimizing industrial production flows.➡️ Technical supervision and mentorship of a Data Scientist and an intern: code reviews, sprint planning, skill development.
- Schmidt GroupeFreelance Data ScientistSeptember 2025 - December 2025 (3 months)End-of-month commercial landing prediction model for sales management.🎯 Objective: enable sales teams to anticipate performance gaps mid-month and adjust actions in real-time.➡️ Development of a Time Series model using XGBoost, trained on sales history to accurately predict monthly landing.➡️ Design of custom Scikit-Learn pipelines with custom transformers to industrialize and ensure the reliability of preprocessing.➡️ Delivery of a production-ready solution, directly usable by teams without technical intervention.
- UniversitéData Scientist & AI Mentoring: RAG Chatbot for Biomedical ResearchMEDICALJune 2025 - July 2025 (1 month)Nantes, France➡️ Mentoring a PhD student in designing an intelligent chatbot capable of extracting and retrieving scientific information from research documents.➡️ Implementation of a RAG (Retrieval-Augmented Generation) architecture: document vectorization, FAISS index database, LLM integration via Langchain.➡️ Methodological framework, code review, and weekly technical support (Python, NLP, embeddings, Flask).🎯 Objective: facilitate access to medical knowledge within the scope of a biomedical sciences thesis.
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Education
- Machine Learning EngineerOpenClassroom2021Ingénieur Machine Learning
- Structural EngineerUniversité Laval2015Ingénieur
Certifications
- Google AnalyticsLa fusée2022
- Responsible DigitalManagExam2025