Freelancer profile translated to English.
Back to original languageAbout Mathieu
✅ AI Expert & Intelligent Agent Developer (LLM)
🔹 Intelligent Automation | Business Content Generation | Process Optimization
🚀 Do you want to effectively automate your business processes using artificial intelligence?
I develop intelligent autonomous agents based on advanced language models (LLMs) to transform your data into concrete actions, optimize your decision-making, and simplify complex tasks.
👉 What I can offer you:
Development of specialized AI agents tailored to your business
Custom automation of your operational workflows
Data optimization with tangible results
Deployment of AI tools precisely suited to your business challenges
🎯 My goal: To transform your technical challenges into robust, scalable, and high-performing solutions, to gain efficiency and productivity.
🛠️ Favorite Tools: Semantic kernel, LangChain, LamaIndex, Azure OpenAI, FastAPI, Azure Functions, GitHub Actions CI/CD
📩 Let's discuss together to create your next high-performing, custom AI project!
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- SmartGlobalGouvernanceData Scientist Tech Lead AI/RAG & Autonomous AgentsSOFTWARE PUBLISHINGJune 2024 - Today (2 years)Biot, France⚙️ Key Expertise and Achievements:Creation of specialized AI agents: design of targeted business agentsDevelopment of scalable AI services, innovation hub for a team of 5 people:- Design and deployment of robust Python APIs integrating AI agents dedicated to automatic document processing.- Advanced integration of language models (Azure OpenAI, GPT, Mistral) to create agents capable of generating interactive content and performing in-depth semantic analysis.Natural Language Processing (NLP):- Mastery of advanced techniques for indexing, semantic search, and continuous verification on large document bases.- Strategic optimization of indexing and document management in a distributed environment.AI Workflow Orchestration and Automation:- Setup and management of complex automated pipelines via Azure Services (Bus, Table, and Blob storage), including results management, data persistence, and optimized cloud resource cleanup.Application Monitoring and Robustness:- Rigorous implementation of structured logs and proactive exception handling to ensure perfect traceability and increased reliability of AI processes.CI/CD Deployment:- Setup and management of automated continuous integration pipelines, automated tests, and production deployment via GitHub Actions and Azure DevOps, ensuring stability and reliability of deliveries.Frameworks: Semantic kernel, LangChain, Azure OpenAI, FastAPI, Pydantic, Pandas, Numpy ...
- SmartLawyerData ScientistSOFTWARE PUBLISHINGMay 2023 - December 2023 (8 months)Paris, FranceResearch, development, and implementation for the use of natural language processing models (LLMs) to automate the analysis of legal documents for legal professionals.
- Automation of large-scale data extraction using various APIs.
- Vectorization, indexing, and creation of vector databases to facilitate efficient semantic search on a large amount of information, thereby optimizing LLMs' reasoning capabilities.
- Mastery of prompt engineering to perform various distinct tasks necessary for LLMs to identify legal issues.
- Development and implementation of RAG-type AI agents for advanced semantic data searching.
- Veracyte, Inc.Data ManagerBIOTECHSeptember 2022 - March 2023 (6 months)Marseille, FranceManagement of data for the GBU Pharma, a department of 90 people.
- Creation of workflows and procedures (SOPs) for the generation of IHC (Brightplex) and Molecular Biology (NGS) data.
- Harmonization of variables with bioinformaticians to comply with the CDISC regulatory standard.
- Improvement of Data Transfer Protocols or Data Transfer Agreements according to new harmonizations and standards.
- Development of Python scripts for each technology to automate formatting to CDISC format.
- Collaboration in the development of a CDISC-formatted database.
Recommendations
Be the first to recommend Mathieu
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- Applied MSc in Data Science and Artificial IntelligenceData ScienceTech Institute2020Applied MSc in Data Science and Artificial Intelligence
- Bachelor's degree, Ingénierie biomédicale / médicaleUniversité Nice Sophia Antipolis2006Bachelor's degree, Ingénierie biomédicale / médicale