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Joël Hamilcaro

Data Scientist, AI & ML Engineer

          Professional Experiences

          Data Scientist - Medical & Public Health

          2023 - 2025

          Headquarters of "AP-HP", Paris (Europe's leading university hospital center)

          • Processing and analysis of healthcare data (PMSI).
          • Generative AI for medical coding support (ICD-10).
          • Automation and deployment of dashboards (notably for post-Covid monitoring and the Paris 2024 Olympics).

              Transformer, PyTorch, Tensorflow, Spacy, Spark, Pandas

            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.

                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

                  Apr. - Sep 2022

                  Safran Aircraft Engines, Villaroche (France)

                  • Data Science applied to the operational maintenance (MCO) of aircraft engines

                      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)

                                                                To Discover

                                                                2nd Prize - NLP Challenge
                                                                2nd Prize - NLP Challenge

                                                                Contest focused on improving translation tools for low-resource languages.

                                                                Publication, NLP, Deep Learning

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                                                                GRAT
                                                                GRAT

                                                                Artificial Intelligence specialized in writing verse texts (poems, songs, rap lyrics...)

                                                                PyTorch, React, GCP

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                                                                Hyperarchipel
                                                                Hyperarchipel

                                                                Development of a PC video game (Windows and Linux)

                                                                Java, JavaFX, Graph Theory, Object-Oriented Programming

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                                                                Data Analysis & Karate
                                                                Data Analysis & Karate

                                                                Karate katas in high-level competitions (statistical analysis and visualizations)

                                                                Python, Numpy, Pandas, Plotly

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                                                                Deep Learning: Image Style Transfer
                                                                Deep Learning: Image Style Transfer

                                                                Neural network merging the content of one image with the style of another.

                                                                Python, PyTorch

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                                                                Predictive Wind Energy Model
                                                                Predictive Wind Energy Model

                                                                Various machine learning techniques to predict wind energy production

                                                                Python, Scikit-learn

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                                                                COVID Databases
                                                                COVID Databases

                                                                Database of measures taken by different countries to face the COVID-19 epidemic.

                                                                Python, SQL, Numpy, Pandas

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                                                                Trending Names
                                                                Trending Names

                                                                Big Data study of the most popular names in France and the United States.

                                                                Python, Spark, Plotly, Pandas

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                                                                C++ Framework
                                                                C++ Framework

                                                                Library/Framework for creating card games in C++

                                                                C++, Object-Oriented Programming

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                                                                File Compressor
                                                                File Compressor

                                                                Text file compression algorithms.

                                                                C Language, Binary Trees, Complexity, Huffman, Ziv-Lempel

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                                                                Network Protocol
                                                                Network Protocol

                                                                Network protocol inspired by HNCP (Markus Stenberg)

                                                                C Language, TCP, IP, UDP, Network

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                                                                SGF with tags
                                                                SGF with tags

                                                                File manager with tags (Linux overlay).

                                                                C Language, UNIX, Shell, System

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                                                                MesMeMos (Prototype Site)
                                                                MesMeMos (Prototype Site)

                                                                Site for sharing memory aids.

                                                                Web, NodeJS, JavaScript, SQL

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                                                                Robot Decision-Making Module
                                                                Robot Decision-Making Module

                                                                OCamL, Graph Theory

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                                                                Sports Event Database
                                                                Sports Event Database

                                                                SQL database for organizing sports events.

                                                                Databases, SQL, Modeling

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