Reinforcement Learning for the CartPole problem
I implement a Q-Table and a Deep Q-Network (DQN) to solve the CartPole problem
Projects
Fake News Detection using Deep Learning
Implemented a transformer and a RNN model to detect fake news in news articles
Segmentation of lung cancer cells in 3D CT Scans
Implemented a 3D U-Net model using Monai framework to segment lung cancer
RNA Clustering using Graph Neural Networks Embeddings
Implemented an encoder with distance loss to cluster RNA secondary structures
Silo Detection in Satellite Images (Ecole polytechnique x QuantumBlack Hackathon)
ResNet network to detect silos in satellite images, delivering a real-time, globally-operable prototype within 24 hours and using Grad-CAM for segmentation