Selected Work

Projects across language models, generative models, planning and computer vision.

01
Engineering · Live demo

GPT Story Generation

From-scratch Transformer Language Model
31.7M parameters · PPL 15.2 · 1st Place
PyTorch · Transformers · Language Modeling
02
Research

Flow Matching & MeanFlow

Generative Modeling with Flow-Based Methods
NFE = 1 · x- / ε- / v-prediction
PyTorch · Flow Matching · MeanFlow
03
Engineering

Multi-Drone Motion Planning

Centralized Multi-Agent Path Planning
5 drones · 0% collision · 3K-dim space
Python · RRT-Connect · MCTS · MDP
04
Research

Self-Supervised Semantic Segmentation

Learning Visual Representations Without Labels
No labels · No pretrained models
PyTorch · CNN · Contrastive Learning · K-means