Freelancer profile translated to English.
Back to original languageAbout Thibault
Freelance Software Engineer specializing in Python, backend, data, and applied AI.
I help companies design, develop, and industrialize robust solutions: backend APIs, data pipelines, information extraction, semantic search, RAG, ML/LLM model integration, and business process automation.
My profile is hybrid: I can work on backend architecture, data, machine learning, Docker/CI-CD industrialization, and production deployment.
I enjoy transforming complex subjects into simple, maintainable, and useful solutions. I pay close attention to code quality, testing, documentation, and knowledge sharing with business teams.
My main areas of expertise:
- Python Backend / FastAPI
- Data Engineering / Processing Pipelines
- Machine Learning, NLP, RAG, and LLM
- Industrialization, Docker, CI/CD, DevOps
- Rapid Prototyping and Production Deployment
I have worked in demanding environments such as Renault Digital, Criteo, and SLB, with a pragmatic approach: understand the business need, deliver quickly, measure, and then improve.
I am primarily seeking backend, data, ML/MLOps, or GenAI missions, with a preference for concrete projects where AI brings real business value.
French
Native or bilingual
English
Fluent
Can work on-site
Montpellier (up to 10km), Toulouse (up to 10km), Marseille (up to 10km), Lyon (up to 10km)
Experience
- SLBMACHINE LEARNING AND SOFTWARE ENGINEERENERGY AND UTILITIESJanuary 2025 - Today (1 year and 5 months)Montpellier, FranceDevelopment of a Document Intelligence (RAG) solution for analyzing Data Rooms in the energy sector.
- Analysis of client objectives and clarification of needs for an MVP. This product aims to automate Due Diligence processes for evaluating the profitability and acquisition risks of an oil field.
- Development of a Full Stack web application in Python facilitating the exploration and synthesis of complex documents.
- Integration of generative AI models for automated extraction and analysis of technical and financial documents.
- Implementation of the CI/CD pipeline on Microsoft Azure.
- SLBBACKEND SOFTWARE ENGINEERENERGY AND UTILITIESJanuary 2022 - January 2025 (3 years)Montpellier, FranceDeveloped a Python backend server to estimate CO2 emissions for SLB products and services.
- Analysis of client objectives and clarification of needs for an MVP.
- Implementation of the CI/CD pipeline on Microsoft Azure.
- Modeling of a simple and generic solution to estimate the carbon footprint of a truck, an oil rig, or an artificial lift system, for example.
- Development of a FastAPI server in Python coupled with a MongoDB for data management.
- Integration of other Schlumberger APIs within our application.
- CRITEOMACHINE LEARNING ENGINEERJanuary 2019 - January 2022 (3 years)Paris, FranceJoined the team responsible for bidding models estimating the purchase price of ad banner impressions.
- Continuous improvement of bidding models estimating click, visit, and sales probabilities.
- Offline experiments aimed at surpassing the performance of our more traditional models with Tensorflow models.
- Calculation of better audiences for our clients based on a new approach using embeddings.
- Mentoring and onboarding of new team members. - Over the years, I became the go-to person within the company for all technical questions regarding the code we owned.
Recommendations
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
- Civil Engineer Diploma, Big Data - Data Science - Business Management and FinanceEcole nationale supérieure des Mines de Saint-Etienne2016Diplôme Ingénieur Civil des Mines, Big Data - Data Science - Computer Science - Gestion et Finance d'Entreprise
- Interdisciplinary Program in Technology, Management and PolicySeoul National University2016Interdisciplinary Program in Technology, Management and Policy