Projects
Things built to be understood.
A working archive of software, experiments, and small systems. The descriptions below are intentionally short; each project can grow its own documentation over time.
Language models
LilGPT
A small GPT implementation built to understand tokenization, embeddings, attention, transformer blocks, training, and autoregressive generation.
Python · Transformers · Deep Learning
Deep learning tools
Lil Torch (not a rapper)
A minimal PyTorch-inspired deep learning framework exploring tensors, automatic differentiation, computational graphs, modules, and optimization.
Python · Autodiff · Systems
Reinforcement learning · Evolution
Natural Selection 2D
An experimental computational ecosystem where agents evolve and learn to survive in a 2D world using neural-network policies shaped by evolutionary fitness.
Python · Simulation · Evolutionary computation