About
I'm a grad student at Georgia Tech studying machine learning. My research focuses on risk and climate modeling. I'm interested in how we quantify and predict things that are uncertain and consequential.
Research
View all 5 →- Nonstationary Extreme Rainfall Risk Under Climate Change Per-cell Bayesian EVA of North Atlantic tropical-cyclone rainfall across 3,394 cells, comparing 17 stationary/nonstationary family–formulation specs under threshold-weighted CRPS.2026
- GNN-Based Retriever for Knowledge-Grounded LLMs Extended SubgraphRAG with a 2-layer GraphSAGE encoder for neighborhood-aware triple retrieval. Improved answer recall and Llama-3.1 reasoning on WebQSP.2025
- Forecasting CWD with Physics-Informed GNNs Spatio-temporal GNN (GATv2 + GRU) with Metapopulation-SIR hybrid loss for chronic wasting disease forecasting across 1,438 US counties.2025
Projects
View all 6 →- WindowHop Tiny macOS menu bar agent that moves the focused window to another display via a spatial overlay picker.2026
- Audit Loop Agent-agnostic skills for orchestrating automated audit-fix loops between AI coding agents via GitHub.2026
- Keynote CLI Converts PDFs into Keynote decks using an LLM-powered drafting and patching pipeline.2026
Writing
View all 0 →- Coming soon.