Aygalic Jara
Consultant - PhD Candidate
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolAygalic Jara is a machine learning and data science consultant and PhD candidate based in Paris, with a decade of hands-on experience bridging research and production for precision medicine. Trained with a double degree from Centrale Nantes and Politecnico di Milano in Statistical Learning and Mathematical Engineering, she develops and optimizes deep learning pipelines (PyTorch) for patient stratification and generative models like autoencoders. Her recent work applies foundation transformer models to immunology and federated learning for medical data, combining multidisciplinary collaboration with CI/CD practices and AWS-based model training. She has authored research presented at the American College of Rheumatology and contributed to open-source federated-learning tooling, reflecting a commitment to reproducible, shared science. As a teaching assistant in operating systems and algorithms, she pairs rigorous academic grounding with practical software engineering skills. Beyond publications, her public code—such as a Parkinson’s/breast cancer genome-analysis repo—demonstrates an ongoing focus on translational bioinformatics.
10 years of coding experience
1 year of employment as a software developer
Bac Pro, ELEEC, Bac Pro, ELEEC at Lycée August EscoffierBTS, SIO, BTS, SIO at Lycée de l'hautilCPGE ATS, Sciences de l'ingénieur, CPGE ATS, Sciences de l'ingénieur at Lycée NewtonEngineering Degree, Digital sciences for life sciences and healthcare, Engineering Degree, Digital sciences for life sciences and healthcare at Centrale NantesMaster of Science - MSc, Mathematical Engineering, Master of Science - MSc, Mathematical Engineering at Politecnico di Milano
English, Italian, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
federated-learning9
machine-learning6
pytorch3
Programming languages (4)
Github contributions (5)
aygalic/biosequence_encoding
Jun 2023 - Nov 2024
Contributions:330 pushes, 3 branches in 1 year 5 months
aygalic/VideoGame
Sep 2016 - Nov 2019
Contributions:2 PRs, 68 pushes, 4 branches in 3 years 2 months
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