Projects

Temporally Invertible Latent World Models via Flow Matching
Built a JEPA-style flow-matching world model on DMControl Walker-Walk, reaching 0.951 mean R2 across 24 state dimensions.
From Thoughts to Trees: Multi-Path Reasoning and Tool Integration in LLMs
Hybrid Tree-of-Thought and ReAct reasoning agent that improved small-model accuracy under tight compute budgets.
Basic Probabilistics of Diffusion Models
Explored the mathematical foundations of score-based generative models and denoising diffusion.
Privacy-Preserving Content Moderation via Federated MapReduce
Distributed hate-speech detection on Twitter and Reddit using federated learning and MapReduce.