Deep Learning/Reinforcement Learning

Projects

Computer Vision

• Classify images of Cats and Dogs using CNN (Binary classification)
• MNIST handwritten numbers classification using CNN (Multi label classification)
• Buiding a Neural network from scratch to classify MNIST handwritten numbers dataset

Text classification

• Classifying fake news using an LSTM model

Text generation

• Finetuning Llama-3 model with a custom dataset using QLoRa

Reinforcement learning with Game environments

Q-Learning

• Cart Pole
• Mountain Car
• Lunar Lander