This repository includes some of the Data Science projects conducted during my academic cursus :

• Kaggle competitions (2020)
• Semester at the University Carlos III of Madrid (2020-2021)
• Master of Science Data Science for Business - Polytechnique & HEC Paris (2021-2023)

Machine learning projects

• regression of housing prices (2020, python)
• computer vision : face recognition (2020, R)
• forecasting of public bike use in different stations of Paris (2021, python)
• supervised classification of cloud types based on their characteristics (2022, python)
• predicting default probabilities to define an interest rate strategy for banking loans (2022, python)
• analysis of the waiting times in an amusement park and streamlit dashboard (2023, python)

Deep Learning projects

• computer vision : object recognition (2020, python)
• computer vision : detection of deepfake pictures (2022, python)
• McKinsey hackathon: classification and segmentation of satellite images & webapp (2022, python)

NLP projects

• car sentiment analysis on comments scrapped from a forum, conducted with Capgemini Invent (2022, python)
• supervised classification of Amazon's articles based on their descriptions (2022, python)
• understanding of drug prescriptions, conducted with Quinten (2022, python)

Database management project

• graph processing using a map reduce approach (2022, python&spark)

GoogleCloud Hackathon for climate : recommendation systems (2022, python)