AI Engineering

jobsmith Personal alpha pipeline for sourcing roles, scoring opportunities, and generating tailored application materials with guardrails against fabrication.

AI-Powered Systematic Review Pipeline Multi-agent LangGraph pipeline for clinical literature screening. 99.3% recall across 6,673 papers at $1.16/review. Co-authored with Johns Hopkins. In peer review at PRS.

TiltHQ — Political Media Analytics Elixir/Phoenix platform tracking how political media creators frame breaking news. Bias scoring, cross-creator synthesis, LiveView dashboard.

InkBrief Executive-ready PDF briefing generator with visual block editor (React 19 + BlockNote), Typst WASM compiler for instant preview, Python CLI, and PocketBase persistence.

Skhiya — Developer Environment Manager Desktop app (Rust/Tauri + React) for managing .env files, SSH keys, and shell configs across projects. Fully local.

Data Engineering

Pitchcasts Live 2026 World Cup forecasting product with a Dixon-Coles goal model, climate and travel adjustments, automated data refresh, and public calibration scorecard.

Ninasoma USMLE Step 1 study platform with a first-party behavioral analytics layer, append-only learning events, and per-student dashboards.

Energy Communities Compliance System Geospatial system determining solar eligibility for IRA tax credit adders. $10M+ in ITC eligibility identified across SunStrong’s portfolio.

wipnote Local-first coordination layer for AI coding agents using HTML as structured graph storage. Go, open source.

Systems Research Platform Interactive data journalism on AI capital flows. System dynamics modeling, Bayesian inference, Observable Framework.

Treasury DataTape Infrastructure Standardized financial dataset generation supporting $220M+ in tax equity operations. Production ETL for securitization and regulatory reporting.

Database Credentials Management Secure credentials management with OS-level encryption. 50ms import times, zero plain-text credential exposure.

Treasury Analytics Core Shared framework eliminating code duplication across 15+ treasury analytics projects. Database operations, query optimization, performance tracking.