All projects

Apature: My design tooling startup: six open source repos for grounded VLM design review, sandboxed PR review, LLM eval error bars, and MCP.
Macro Placement: A hybrid GNN and electrostatic macro placer for the Partcl x HRT Macro Placement Challenge, evaluated on 17 IBM benchmarks with zero overlaps.
Hexmend: A WebMCP agent evaluation environment disguised as a spell game: 7 tools, 96 deterministic tasks, and a 23 point rubric for safe, intent-preserving repair.
Tauron: GRU and GraphSAGE early warning for dairy herd disease with 48 hour risk forecasts and fast gradient explanations, built at the Cornell Digital Ag Hackathon.
Helicity: Liquidity stress scoring for stablecoin reserves with a NetworkX knowledge graph, a Claude and Gemini LLM jury, and IPFS-pinned audit trails.
ZAM: A solo-built market sizing tool: a four step wizard for TAM, SAM, and SOM plus an AI analysis grounded with BM25 retrieval and Groq.
Spectre: A real-time 1v1 boxing game driven by phone camera pose estimation. I built the React and PixiJS spectator overlay in a team of 4.
Palate: Builds an evidence-backed taste profile from reservations, calendars, and saved lists, then plans trips around it. Overnight hackathon, team of 3.
Parameter Golf: Reproduced an SP4096 record on one H100, added an artifact fit guard, and reached 1.10743 val bpb with QK_GAIN_INIT=4.5. Non-record reproduction.
Galatea: A Palantir FDSE challenge prototype: synthetic on-chain data, NetworkX risk scoring, and a triage app with case management for risk analysts.
Open Food Facts data quality: GSoC 2026 proposal prototype that ports five Open Food Facts Perl data quality checks to Python and DuckDB, with parity tests on real products.
Graph Attention Networks: A PyTorch Geometric reproduction of Graph Attention Networks on the Cora citation dataset, reaching about 80% test accuracy versus 83% in the paper.
Kiwix / openZIM: Four merged pull requests and one open in openZIM's freeCodeCamp offliner, including a dark theme and build-time translation validation.
Kubeflow: One merged Kubeflow Trainer pull request validating reserved MPI environment variables, plus two open Kubeflow SDK fixes.
Jenkins: A merged Plugin Manager CLI option for custom update center downloads, plus open chatbot plugin tests (approved) and credential ID validation.
CockroachDB: An approved CockroachDB pull request that makes jsonpath trailing junk errors for digit-leading keys match Postgres diagnostics.
CCExtractor: Two merged CCExtractor CCSync pull requests adding Jest tests for multi-select utilities and the Reports toggle in the Tasks view.