Experience

The Applied AI Company (AAICO)

• United Kingdom
• Technology, Information and Internet
• 1 - 100 Employee

• Machine Learning consulting

  • Feb 2023 - Present

• Machine Learning Intern

  • Jul 2022 - Jan 2023

  Improve accuracy and flow in Medical Coding pipelines through Machine Learning.



Automatants - Association d'IA de CentraleSupélec

• France
• Information Technology & Services
• 1 - 100 Employee

• Member

  • Sep 2020 - Present

  Member of the AI association

• Development of a classical music generator

  • Oct 2021 - Dec 2021

  ⚙️ Python : CNN GAN, Reflective-CNN GAN

• Development of a image recognition and association Argos

  • Oct 2020 - Dec 2020

  ⚙️ Python : CNN



Paris Digital Lab

• France
• Information Technology & Services
• 1 - 100 Employee

• Agile Prototyper & Data Scientist

  • Jan 2022 - Jan 2023

• Owl calls detection

  • May 2022 - Jul 2022

  🦜 Detect rare tasmanian masked owl calls inside audio recordings in order to give evidences to the Bob Brown Foundation, that will protect a rainforest in Tasmania. The result of the court action has been successful (see media link below).A simple GUI has also been developed to help the members of this NGO easily detect further calls through an intuitive pipeline.⚙️ PYTORCH, EfficientNet, FasteRCNN, streamlit, Bash scripts

• Computer Vision Algorithm in cosmetics

  • Mar 2022 - May 2022

  💄Predicted colors and precise features for a lipstick given a picture of someone wearing it, for L'Oréal, a leading cosmetic company.Uncertainty quantification was also part of the study.⚙️FastAPI, CNN, ResNet, ShuffleNet, IntervalNN, Paired Uncertainty Network, Deep Evidential Regression

• Explainable data science in insurance

  • Jan 2022 - Mar 2022

  📈Predicted occurences of accidents in a company for AXA, a leading french insurance company.The models developped had to be easily explainable.⚙️GLM, GAM, XGBoost, LGBM



CentraleSupélec

• France
• Higher Education
• 700 & Above Employee

• Machine Learning Competition

  • Dec 2021 - Jan 2022

  🤖 Development of a machine learning model predicting construction phases given several tabular data.⚙️ Python : XGBoost🏆 Finished 1st at the corresponding Kaggle Competition conducted within the other students.

• Autonomous Driving Software Engineering

  • Oct 2021 - Dec 2021

  🚗 Development of a self driving car, able to follow à line and to find an optimal path among a grid.⚙️ Python : computer vision and regulation ; MatLab : pathfinding and traffic optimization ; RaspBerry Pi ; Arduino🏆 Finished 1st at the corresponding contest.

• Big Data in Healthcare

  • May 2021 - Sep 2021

  🚀 Development of regression model that can predict the number of morbidities of a subject in function of numerous health informations. This project has been conducted in collaboration with the health institute Gustave Roussy.⚙️ Python : Neural Networks for tabular features

• Telecommunication plan Design

  • Oct 2020 - Apr 2021

  📡 Design of a telecommunication recovery solution in case of a crtitical environmental disaster on a french island. This design has been presented in front of a Nokia jury