AI Projects portfolio

A centralized collection of links to my A.I. projects roughly divided by topic.

Reinforcement Learning

1. (WIP) DOOM Agent: Link
2. (WIP) StarCraft II Agent: Link
3. Atari Pong: Link
4. Snake game: Link
5. Lunar Lander: Link

Text/NLP

1. News summarizer: Link
2. Transformer from scratch: Link
3. Glassdoor job-rating prediction by sentiment analysis of company reviews: Please ask me.
4. PDF-GPT: Link
5. Sarcasm detection from news headlines: Link
6. (Incoherent) Song generation: Link
7. N.A.R.V.I.S (Not A Rather Very Intelligent System): Link

Images & Videos

1. CNN implementation for CIFAR-10 image classification: Link
2. Denoising Diffusion Probabilistic Models: Link
3. Generative Adversarial Networks (GANs): Link
4. Lane Detection: Simple (white) lane detection using Canny Hough transform. Link
5. Traffic Sign Detection: Link
6. Random Image Generator (GPT-3.5 connected to DALL-E 2): Link

Other

1. Adversarial training of ResNet18 image classifier: Link
2. Learning to drive via behavioural cloning: Link
3. Genetic algorithm neural networks simulation using C++: Link
4. Sudoku Solver (CSP): C++ Python
5. Bayesian Network: Please ask me.
6. Decision Trees: Please ask me.
7. Car price prediction using regression (NN and XGBR): Done, to upload.
8. Car price classification using KNN: Done, to upload.
9. Real-estate price prediction using decision trees: Done, to upload.
10. Crew size prediction: Link
11. Loan grant prediction: Link