@polinasimkina
Machine Learning Engineer at Bayer, applying AI to phenotyping after developing event reconstruction methods with CERN’s CMS experiment.
FranceAt Bayer, I work as a Phenotyping Scientist, following my work as a Postdoctoral Scientist there. My experience also includes doctoral research at CEA and CERN.
For my PhD at Université Paris-Saclay, I studied event reconstruction and analysis in CMS using Artificial Intelligence with the CMS experiment at CERN. I’ve also completed training in AI agents, computer vision, and mathematics and Python for data analysis.
Work history, roles, and key accomplishments
Worked as Phenotyping Scientist at Bayer.
Worked as Postdoctoral Scientist at Bayer.
Worked as Doctoral Student at CEA.
Worked as PHD Student at CERN.
Degrees, certifications, and relevant coursework
Bachelor's degree, Applied Physics and Mathematics
AI Agents Fundamentals
Mar 2025
Doctor of Philosophy - PhD, Elementary Particle Physics
2020 - 2023
PhD degree on the subject of "Event reconstruction and analysis in CMS using Artificial Intelligence" with the CMS experiment at CERN.
Computer Vision Nanodegree
Jul 2020
Mathematics and Python for Data Analysis
Feb 2017
Master's degree, Particle Physics, Nuclear Physics and Cosmology
2019 - 2020
Software and tools used professionally
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