Skill set (10)
Sébastien in a few words
I am Sebastien, 30 Python software 🐍 developper with 5 years experience. I started as a data scientist but I have switched to backend development afterward.
💡I have strong interest in building performant applications and integrating machine learning in existing apps
👨🏫I also enjoy sharing my knowledge to help teams achieve their goals
Experience
- ENGIE Global Energy Management & SalesSenior Python developer - Gen AI engineer - devopsENERGY & UTILITIESJanuary 2023 - Today (2 years and 3 months)Brussels, Belgium🧠lead the machine learning development of a financial news classifier to assess financial health of counterparties- develop the API (django) and the frontend (Vue)- integrate GPT models to the app🖥️ work on a dash wrapper (flask) used as a template for many dashboard users.- develop also features on an micro-service for administrators- support users for cloud deployment (Azure WebApps and designed Kubernetes manifest for AKS)Design a graph-analyst AI model based on Gpt4-o- experiment technical concepts such as few-shots learning and model training using Azure openIA- augment the model with financial knowledge- implement the front-end using React/NextJS🧑🏫mentored machine learning interns
- SweepaticPython Software DeveloperSOFTWARE PUBLISHINGJanuary 2022 - January 2023 (1 year)Leuven, BelgiumFullstack developper in a scaling cybersecurity startup- 🕵️Implement some domain/subdomain discovery tools (used as a micro-service)- 🌐Develop the in-house ORM to interface MongoDB with the FE- 📰Conduct state-of-the art research on the threats coverage of the application
- InfrabelData scientistTRANSPORTATIONOctober 2019 - December 2021 (2 years and 2 months)Brussels, BelgiumData Scientist in the department providing expertise in rail traffic and statistics- 🌨️forecast rail-assets icing risk 12h ahead, developdmail alert Microservice and data enrichment schedule- 🕧 optimize buffer times and train schedule on one of the main train lines of the country- 📱 develop the study of citizen mobility trends in relation with Proximus - (based on network signal)
1 recommendation
LF
Luca Faggianelli and 0 other people have recommended Sébastien
30/01/2025
I highly recommend Sebastien. At Engie GEMS, he excelled as a Python developer and Generative AI expert. He's technically skilled, determined, and a mature professional. His contributions to data, AI and ML projects were invaluable, also considering his knowledge of market and business specific data.
Education
- Informatique, AeronautiqueEcole nationale supérieure de Mécanique et d'Aérotechnique2017Informatique, Aeronautique
- InformatiqueÉcole de technologie supérieure (ÉTS)2017Informatique