CS @ Cornell '28 (AI minor) · Data Science Intern @ MITRE · open-source contributor to Kubeflow and Jenkins.
I build ML systems end to end - graph neural networks, LLM-powered backends, and the infrastructure that serves them.
- Tauron - GNN early-warning system for dairy herd disease. GRU + GraphSAGE over a herd contact graph predicts mastitis, BRD, and lameness 48 hours ahead; gradient-based explanations run 40× faster than GNNExplainer. Built at the Cornell Digital Ag Hackathon. PyTorch Geometric · FastAPI · React · D3.js
- Helicity - liquidity stress scoring engine over a NetworkX knowledge graph linking stablecoins, banks, and jurisdictions, with a multi-model LLM jury for causal narratives and IPFS-pinned score snapshots for verifiable audit trails. FastAPI · React · NetworkX · MCP
- ZAM - AI-powered market sizing tool that generates TAM/SAM/SOM scenarios for startup founders. Live app. React · Express · MongoDB · Groq
- Kubeflow - merged PRs validating reserved MPI environment variables in TrainingRuntime, plus a Kubeflow SDK fix for the in-cluster Spark Connect URL
- Jenkins - merged PRs adding a CLI flag for configuring the update center download URL; re-enabled a JUnit test broken since Java 17
- openZIM - contributions to the FreeCodeCamp-to-ZIM scraper for offline learning
- CCExtractor - test suites hardening the ccsync Tasks page UI, covering Reports Toggle behavior and selection state in the multi select utilities
Feel free to reach out for collaborations or just to say hi!