portfolio
selected projects, research, and patents.
projects
traice
Mar 2026 – Present · University of Illinois Urbana-Champaign
autonomous research engine that synthesizes browsing behavior into structured intelligence. built w/ async cloudflare workers ingestion layer and gpt-4o-mini orchestration to convert ephemeral dwelltime and dom signals into structured intelligence.
learn more →research
posters
Approximating Tensor Network Contractions w/ AIS
Jan 2025 – Present · University of Illinois Urbana-Champaign
high-performance simulation framework approximating complex tensor network contractions via ais and mcmc orchestration. optimized annealing ladders and parallel chains to reach < 0.1% relative error across 2×2 rings and random ising instances.
view poster →pubs
in progress
patents
Systems and Methods for Catastrophe Asset and Resource Management
US Application 19/394,243 · Filed Nov 19, 2025
architecting high-dimensional vector/graph hybrid dataspaces to minimize retrieval noise and optimize rag latency for automated asset management workflows. developed + filed through state farm.