Analyzing traffic road accidents in France in 2022
- Machine Learning project (Road segmentation) : Implemented and trained all the models (using Kaggle GPUs) and wrote report.
- Data Analysis project : Worked on the 'longevity score' part and overall comparison plots.
- Data Analysis Homework 1 : Contributed to code.
- Data Analysis Homework 2 : Contributed to code.
- Distributed Information Systems project 1 (Information Retrieval): Developed the top-k re-ranking part.
- Distributed Information Systems project 2 (Recommender Systems): Prepared the dataset and implemented Matrix Factorization part.
- Distributed Information Systems project 3 (Named Entity Disambiguation): Implemented the BERT model for better precision.
- Computer Vision project (Glacier monitoring) : Implemented and trained some of the models, worked on plots.