Freelancer profile translated to English.
Back to original languageAbout Geoffrey
Expert Consultant Engineer - PhD in Artificial Intelligence, I help companies define, build, and deploy their **AI strategy**, from strategic planning to the production of concrete solutions.
With **10+ years of experience in AI R&D, deep learning, and data science**, I support technical and business teams at every stage of their transformation:
- AI Diagnosis & Strategic Roadmap: identifying high-impact use cases, aligning with business vision and internal resources.
- Development & Industrialization: designing and deploying tailor-made AI solutions (predictive AI, generative AI, LLMs, MLOps / AIOps).
- Skill Development & Training: knowledge transfer, generative AI workshops, and customized training for teams.
🎯 Objective: To make AI pragmatic, useful, controlled, and sustainable within organizations.
📩 Open to consulting missions, strategic and technical support, software solution development, and AI training (internal or external).
Examples of past or ongoing missions:
- Pierre Fabre (Pharma R&D): development of AI tools for analyzing data from dermo-cosmetic studies.
- Besins Healthcare (Pharmaceutical industry): AI maturity diagnosis, team acculturation, and strategic AI roadmap definition.
- e-pliage (Industry): development of conversational agents for the configuration and ordering of technical industrial parts.
French
Native or bilingual
English
Fluent
Can work on-site
Toulouse (up to 50km)
Experience
- AdviziaFreelance AI & Data Science Consultant | Strategy, Research & DevelopmentTECHJuly 2025 - Today (1 year and 1 month)Toulouse, FranceFreelance AI & Data Science Consultant (PhD) with 10+ years of experience in artificial intelligence and software development, including 5 years as R&D Manager. Specialist in data analysis, predictive modeling, and AI systems/solutions (deep learning, agentic).
- I design and deploy operational AI solutions to automate and optimize business processes.
- I support teams in skill development and production deployment.
- I help organizations define their AI roadmap and transform AI projects into measurable results.
Skills:- Data Science & AI: predictive modeling, deep learning, computer vision, time series, XAI
- LLM & AI Agents: design and deployment of intelligent agents and generative solutions
- Development & Production: end-to-end AI solution design, workflow automation
- Project Management & Consulting: scoping, agile piloting, use case definition, strategic support
- Communication & Delivery: technical explanation, documentation, reporting, autonomy on complete projects
Tech Stack- Languages: Python, JS, HTML/CSS
- ML/DL: Numpy/Pandas/scikit-learn, PyTorch/TensorFlow
- LLM: Langchain, LangGraph, PydanticAI, Chainlit, streamlit
- Backend: FastAPI, ExpressJS
- Frontend: React, Next, Vite, Tailwind
- DB: SQL, MongoDB, Qdrant
- DevOps: Git, Docker, Nginx, Vercel
Examples of past or ongoing missions:- **Pierre Fabre (Pharma R&D)**: development of AI tools for analyzing data from dermo-cosmetic studies.
- **Besins Healthcare (Pharmaceutical industry)**: AI maturity diagnosis, team acculturation, and strategic AI roadmap definition.
- **e-pliage (Industry)**: development of conversational agents for the configuration and ordering of technical industrial parts.
- **ASTI (Occupational health)**: AI awareness and acculturation for occupational physicians.
- SolutionDataLead Engineer / Scientific Director - AI and Data Science R&DTECHAugust 2020 - July 2025 (4 years and 11 months)Toulouse, FranceR&D Scientific Director for the AI division of SolutionData Group, leading artificial intelligence projects.*Lead and executecutting-edge research projects on generative AI alignment, exploring new approaches to improve model robustness and reliability.*Design and integrateadvanced AI architectures into enterprise software solutions, ensuring optimal performance and scalability.*Supervise and mentor2 CIFRE PhD students, providing scientific direction and support for their research in AI explainability (XAI) and multi-view learning.*Manage a teamof researchers and engineers, fostering a collaborative and innovative environment, and applying Agile SCRUM methodology.*Design and deliverprofessional training in AI (predictive AI and generative AI) and machine learning, sharing expertise and contributing to skill development in the field.*Identify and evaluatenew AI technologies and methodologies, ensuring the company remains at the forefront of innovation.
- CNRSResearch Engineer (Post-Doctoral)RESEARCHOctober 2019 - July 2020 (9 months)Toulouse, FranceActivities: Statistical modeling and analysis of biomarkers for behavioral analysis of users of a self-testing urine application.Keywords: Random-sample time-series modeling, Generative Adversarial Network.Keywords: Time-series analysis, Generative Adversarial Network, deep-learning
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Education
- PhDLTSI (University of Rennes 1) - Keosys Medical Imaging-Rennes2016Doctorat en traitement du signal et de l'image - Imagerie médicale / oncologie
- Research MasterUniversity of Rennes2012Électronique et Télécommunication SISEA - option traitement du signal et de l'image