Freelancer profile translated to English.
Back to original languageAbout Frederic
MLOps engineer specialized in MedTech, I have expertise in integrating deep learning networks on embedded systems for medical devices. I am preparing to evolve as a freelancer, ready to take on various challenges in integrating innovative solutions.
If you wish, I can adjust it to your preferences!
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- TheraclionMLOps & Data EngineerMEDICALSeptember 2021 - Today (4 years and 9 months)Paris, FranceCreation of neural networks dedicated to the segmentation and tracking of cellular shapes on ultrasound scanners.Implementation of high-performance inference solutions with ONNX, TensorRT, and Triton Server, and integration of neural networks on embedded systems for medical applications.Automation of medical data extraction and storage on an SQL server.Creation and automation of dashboards for the R&D and Marketing departments.
- Crédit agricoleData ScientistBANKING AND INSURANCEJanuary 2016 - January 2019 (3 years)Guyancourt, FranceCreation and deployment of machine learning models to monitor abnormal server CPU behaviors.Analysis of firewall logs for network security.Leading training workshops for internal teams to support them in implementing recommended changes.Creation of interactive visualizations to facilitate understanding of analysis results.
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