Courses

Build every component of a training pipeline from scratch. Understand autograd deeply.

Implement attention, multi-head attention, positional encoding, and full GPT/BERT architectures.

From Markov decision processes to PPO and Tianshou engineering workflows, all in PyTorch + Gymnasium.