Situation professionnelle
Souhait professionnel
- Informatique industrielle
- Développement / Programmation
- Informatique (ESN)
- Industrie (Autre)
Expérience professionnelle
Internship ai engineer & r&d (it department - cardiology)
Liris , Villeurbanne - Stage
De Mars 2023 à Aujourd'hui
o Interviewed cardiologists, sonographers & electrophysiologists, uncovering patient data's pain points to build hypotheses for AI models, improving user experience.
o Developed backend with the team using Github and Git for ECG signal extraction and processing.
o Incorporated ECG anomaly detection models in LIRIS database using Federated Learning.
o Integrated TensorFlow Federated to centralized architecture, preserving data security, integrity.
o Built electrical interference removal algorithms, upgraded an AutoEncoder for ECG noise removal.
o Enhanced model convergence, optimized loss functions & hyperparameters.
o Implemented data manipulation, normalization, standardization & analyses.
o Analyzed models performance with plots (hists, line, box, radar, scatter, pie).
o Researched centralized & federated architectures for cardiac arrhythmia detection, presented at Miribel Lyon conference.
Formation complémentaire
Master-2 - Infoormatique
Université de Bourgogne - Développeur et Intelligence artificielle
2022 à 2023