Freelancer profile translated to English.
Back to original languageAbout Joël
Data scientist and Full-Stack Developer, I offer business solutions in the fields of Statistics, Machine Learning, and NLP. My experience ranges from developing Artificial Intelligence algorithms for aeronautics, creating task automation solutions in the medical sector, to developing user-friendly web applications.
Inventor of a patented AI and winner of an international AI challenge, I combine research, engineering, and product design to create high-performance, aesthetically pleasing, and ready-to-use applications.
French
Native or bilingual
English
Native or bilingual
Spanish
Conversational
Can work on-site
Paris (up to 50km)
Experience
- Siège de l'AP-HP, Paris (1er centre hospitalier universitaire d'Europe)Data Scientist - Medical & Public HealthMEDICALJanuary 2023 - January 2025 (2 years)Paris, France
- Generative AI for medical coding assistance (ICD10)
- Automation and deployment of dashboards and data visualizations (particularly for post-Covid monitoring and the Paris 2024 Olympics)
- Health data processing and analysis (PMSI)
- Monitoring of epidemics and hospital capacities, resource optimization for effective health responses
Transformer, PyTorch, Tensorflow, GPU Computing, Spacy, Big Data, Spark, Pandas, dplyr, PostgreSQL - Orange Silicon Valley (California, USA)Winner – 2nd prize NLP ChallengeTECHOctober 2022 - February 2023 (4 months)California City, United States
- Design of an automatic translation model in Python / Deep Learning (pyTorch) for low-resource languages.
- Participation in the Orange Silicon Valley NLP Challenge.
- Scientific publication in international collaboration.
Co-author of the research paper:aclanthology.org/people/j/joel-hamilcaro - GRAT.appCo-Founder & Lead Developer – AI-Assisted Writing Web ApplicationTECHSeptember 2022 - February 2023 (5 months)Paris, France
- Creation of the first AI-assisted versified writing web platform (poems, songs, rap).
- Development of the front-end in Next.js, with animations and dynamic interface.
- Scalable production and deployment of an innovative multilingual language model, a precursor to modern generative tools.
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Education
- Double Master in Computer Science and Mathematics - Data ScienceUniversité Paris-Cité2022Double Master en Informatique et en Mathématiques.