Projects

Selected implementation-focused ML/GenAI projects.

Practical-Decoder

Python · Transformer architecture

Implemented a decoder-only GPT model from scratch with attention and MoE architecture experimentation.

Practical-DiT

Python · Diffusion Transformer / DDPM

Built DiT implementation with end-to-end training, sampling, and checkpoint evaluation workflows.

PostTraining-LLM-Small

Python · LLM post-training

Implemented post-training methods (GRPO/PPO/DPO + LoRA) on Gemma 2B with practical evaluation loops.

recsys-agent-harness

Python · Recommender systems · Agent evaluation

Built an agent harness for recommendation-system experimentation with repeatable eval runs, metrics tracking, and rapid iteration workflows.