Software engineer and data scientist, led development and machine learning projects in my previous positions

Hugo Lepeytre

Software engineer and data scientist, led development and machine learning projects in my previous positions

Available to hire

Software engineer and data scientist, led development and machine learning projects in my previous positions

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
See more

Language

French
Fluent
English
Fluent
Italian
Intermediate
Spanish; Castilian
Intermediate

Work Experience

Full-Stack and Machine Learning Engineer at Cegedim Business Services
December 1, 2023 - Present
Proof-of-concept for a sales-prediction project, involving data collection, processing and storage, data analysis and modeling, and the development and deployment of a PostgreSQL-backed API on the backend. MLOps and deployment of company-hosted models in production.
Backend Developer and Master's Thesis Intern at Virtual Traffic Lights
June 1, 2023 - October 22, 2025
Worked on multi-modal data fusion from sensors to estimate real-time road traffic. Involved software architecture, algorithm design and testing, and data handling in Scala and Python for a Carnegie Mellon University-based startup.
Teaching Assistant at EPFL
January 1, 2021 - October 22, 2025
Algorithms, Information Theory, Object-Oriented Programming, Theory of Computation. Taught Scratch to children with TechSpark Academy.

Education

MSc in Data Science, Engineer at EPFL
January 1, 2020 - January 1, 2023
BSc in Computer Science at EPFL
January 1, 2017 - January 1, 2019

Qualifications

Add your qualifications or awards here.

Industry Experience

Computers & Electronics, Software & Internet, Education, Professional Services