Baptiste Hernette
Data Scientist
Salaire / Taux journalier
Paris, France
Freelance, ouvert au CDI
Expertises
Langues
À propos
Introduction
Applied mathematician with data science expertise from EPFL and Harvard Medical School. Specialized in machine learning model development for medical research and space technology optimization using Python, Gaussian Process Regression, and statistical modeling. Ready to transform complex data challenges into actionable insights for your projects.
Expérience de travail
Projet de thèse de master
Harvard Medical School
sept. 2023 - mai 2024
9 mois
Boston, Massachusetts, États-Unis
Creation of models to estimate the risk factors for variants on specific genes for LDL-Cholesterol, by integrating different patient-specific factors. • Development of Gaussian Progress Regression in Python (using scikit-learn) with variants and patients level features. • Optimization of different kernel parameters possible, regarding the R-squared scores.
Stagiaire projet
APCO Technologies SA
avr. 2023 - août 2023
5 mois
Aigle, Suisse
Development of a Module to Help Decision Making for Space Collision Avoidance Maneuvers in collaboration with the Space-Campus (arma suisse CyD). • Development of orbit propagator models and maneuvers estimation with Orekit, a space dynamics library in Java, usable in Python. • Optimization of cost function on possible maneuvers regarding the minimal distance and the probability of collision.
Formation
Harvard Medical School
Master
2023 - 2024
9 mois
EPFL
Master of Science - MS
2021 - 2024
2 ans 9 mois
EPFL
Bachelor of Science - BS
2017 - 2021
3 ans 11 mois
Lycée Charles Baudelaire Cran Gevrier
Baccalauréat
2014 - 2017
2 ans 11 mois
Portfolio
Modélisation de risques génétiques, Harvard Medical School
