Freelancer profile translated to English.
Back to original languageAbout Jeanne
Does your project involve AI? I have a Master's in Data Science from EPFL and 7+ years in applied research: data processing, model benchmarking, ML architecture, custom data training, deployment, and product integration.
Write to me about your project - I'll get back to you within 24 hours with a first estimate.
What I deliver concretely:
→ AI Agents & RAG -Design and deployment of intelligent agents with retrieval-augmented generation (RAG), vector embeddings, multi-step orchestration (LangChain, LlamaIndex), connected to your business data.
→ SaaS & Mobile Applications -Full-stack development of web (Next.js, React, Supabase) and mobile (React Native, Expo) applications, from MVP to production product.
→ Custom AI Integrations -LLM Chatbots (GPT, Claude), computer vision image analysis, speech-to-text, document classification, data processing pipelines — integrated directly into your product.
→ Infrastructure & Deployment -Cloud architecture (Azure, GCP, Supabase, Vercel), API design, CI/CD, monitoring, to ensure your product runs in production.
Examples of recent projects:
1. SaaS platform for preclinical data analysis with multi-format ingestion (images, sensors, cytometry) and custom BI dashboards
2. Document classification pipeline with LLM (two-call architecture, entity resolution, edge functions)
3. Mobile document management application with scanning, OCR, and intelligent categorization
4. Geospatial visualization system with density analysis (Gaussian KDE) from drone/GPS data
BACKGROUND
Swiss Federal Institute of Technology Lausanne (EPFL) - Bachelor of Science in Computer Science, Master of Science in Data Science
3 years AI Engineer at IBM Geneva
3 years AI Lead in a startup (Lausanne)
2 years CTO of a tech startup (still active)
Founder of a deeptech company in life sciences
French
Native or bilingual
English
Native or bilingual
Portuguese
Native or bilingual
Spanish
Conversational
Can work on-site
Paris (up to 50km), Lyon (up to 10km), Montpellier (up to 10km)
Experience
- Energi.AIAI Engineer - FreelanceENVIRONMENTALJuly 2023 - September 2023 (3 months)Lausanne, VD, SuisseBuild a solution to detect text in PDF files (OCR) and save them into a database (BigQuery). The solution is fully hosted on the Cloud✔️ Optical Character Recognition (OCR): Parsing, Regex✔️ Google Cloud: Cloud Function, BigQuery
- EPFLSpeakerEDUCATION AND E-LEARNINGNovember 2022 - November 2022Lausanne, SwitzerlandCollaboration with the Swiss Federal Institute of Technology Lausanne (EPFL) during the 2022 information day.✔️ Presentation of the School✔️ Presentation of alumna's study path✔️ Description of the Data Scientist and AI Engineer profession
- SUN bioscienceLead AIBIOTECHFebruary 2020 - December 2022 (2 years and 10 months)Lausanne, SwitzerlandSUN bioscience is a BioTech company working on the development of organoids, live tissues that mimic human organ behaviour. SUN bioscience uses organoids for drug development and clinical trials.✔️ Developed deep-learning algorithms for image Nowcasting & Forecasting✔️ Developed a robust segmentation algorithm for organoid detection and tracking on time-lapsed images✔️ Maintained and re-trained as needed all algorithms put into production
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Education
- Master of Data ScienceEcole polytechnique fédérale de Lausanne2020Master's degree, Data Science. Some core courses with projects were: Machine Learning, Advanced Data Analysis
- Bachelor of Computer ScienceEcole polytechnique fédérale de Lausanne2018Bachelor, Communication Sciences