Projects & Experience

KVEC Triage

KVEC Systems

Offline-first mobile triage app powered by on-device MedGemma 4B. All inference runs locally — zero patient data leaves the phone. Covers 15 medical specialties with smart keyword fallback.

Spicy Regs

CivicTechDC

Open platform for exploring and analyzing regulations.gov data. Serverless architecture with DuckDB-WASM and Parquet files on Cloudflare R2, processing ~27M federal regulation records.

CMS Data Agent

CivicTech Hackathon

LLM-powered pipeline for CMS document embeddings using Amazon Titan Text V2 with S3 vector store. Includes a conversational agent for querying federal healthcare data.

Ballot Initiative

Automating ballot signature verification for DC's Ranked Choice Voting initiative. PDF extraction and voter record matching to replace manual, painstaking data entry.

Docket Dashboard

CivicTechDC

Presidential regulatory timeline dashboard visualizing U.S. federal dockets across administrations. Tracks agency activity, public comment trends, and policy cluster shifts from Clinton to present.

Congressional Hackathon

Library of Congress

Built at the 2025 Congressional Hackathon at the U.S. Capitol Visitor Center, organized by the Library of Congress. Collaborative coding session focused on legislative branch data and civic tools.

GitBlog

A git-powered blog where commits are the content. No CMS, no database — just git. Supports markdown posts via commit messages, auto-deploys with GitHub Actions, and configurable via meta commits.

Alloy

macOS CI/CD platform built for AI coding agents. Pre-warmed VM pool with ~1s job start times, ephemeral macOS VMs, real-time log streaming, and artifact collection. Built in Rust.

OpenUAV

SCSP Hackathon

Community knowledge-sharing platform for drone operations. Features AI agents for content summarization, a Three.js 3D model viewer, and threaded discussions. Built at SCSP hackathon with 61 contributors.