Joseph Yoo
Member of Technical Staff. M.S. CS, Georgia Tech.
Experience
- Member of Technical Staff · Stealth Early-stage startup building an IT-operations platformJun 2026 – Present
- Machine Learning Research Assistant · Climate Risk & Extreme Dynamics Lab, Georgia Tech Bayesian extreme-value modeling of tropical-cyclone rainfallJun 2024 – Jul 2026
- Teaching Assistant · Georgia Tech Machine Learning for Earth and Atmospheric SciencesAug 2025 – May 2026
Education
- M.S. Computer Science, Machine Learning · Georgia Tech Thesis: Bayesian nonstationary extreme-value modeling of tropical-cyclone rainfallAug 2025 – Aug 2026
- B.S. Computer Science · Georgia Tech2025
Research
View all 5 →- Nonstationary Intensification of Global Tropical Cyclone Rainfall Extremes Per-cell nonstationary extreme-value analysis of tropical-cyclone rainfall across six ocean basins, 1989–2024. M.S. thesis; manuscript in revision for Geophysical Research Letters.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