Joël Hamilcaro
Data Scientist, AI & ML Engineer
Professional Experiences
Data Scientist - Medical & Public Health
Since 2023
Headquarters of "APHP", Paris (Europe's leading university hospital center)
- Monitoring epidemics, hospital capacity
- Medical data analysis, Data visualization
- Dashboard production and automation (R, Python)
- Monitoring of the Paris 2024 Olympic Games
- Deep Learning & NLP: Generating ICD-10 codes from raw texts (medical reports)
Transformer, PyTorch, Tensorflow, GPU Computing, Spacy, Big Data, Spark, Pandas, dplyr, PostgreSQL
Machine Learning & AI Engineer
2022 - 2023
Orange Silicon Valley Challenge, California (USA)
- 2nd prize in the Orange Silicon Valley NLP contest, focused on improving translation tools for 'Low-resource' languages.
- Co-author (article): 2023.loresmt-1.9
GRAT.app
- PyTorch training pipeline, Front-end development, Production and hosting.
- Deployment of a language model: grat.app
PyTorch, FastAPI, React, Google Cloud Platform (GCP)
Data Scientist (Internship)
Apr. - Sep 2022
Safran Aircraft Engines, Villaroche (France)
- Data Science applied to the operational maintenance (MCO) of aircraft engines
- Recommendation letter: engagement-jeunes.com
Python, Optimization, Modeling and simulations
Education
Université Paris-Cité
2020 - 2022
Double Master's in Maths & Computer Science: Data Science
Highest honors in both degrees
Université Paris-Cité
2017 - 2020
Double Bachelor's in Mathematics & Computer Science
Faculty of Medicine Paris 7
2015 - 2017
Initial Medical Studies
French General High School
2014 - 2015
Scientific Baccalaureate Diploma, Mathematics Specialization
Highest honors
Sports Academy
French Karate Federation (FFKDA)
Federal Instructor Diploma (DIF)
2024
Black Belt 1st Dan, Shotokan
2014
Skills
Machine Learning
Deep Learning, NLP, Reinforcement Learning, Computer Vision
Databases
SQL, NoSQL, Cypher, Hadoop
Computer Languages
Python, R, Java, C++, Dart, HTML, CSS, JavaScript, PHP
Software Tools
Office, UML, LaTeX, Git, GCP, Linux Shell (Bash)
Languages
- French (Native)
- English (Fluent)
- Spanish (Intermediate)
