Matt Corwin — AI & Automation Engineer

Solutions / Forward-Deployed Engineer. Builds and ships AI-driven systems end to end — LLM orchestration, agentic systems, ML pipelines, REST APIs (Node.js / TypeScript), CI/CD. 11 production systems shipped solo in under three months, every commit verifiable.

[email protected] · GitHub · LinkedIn · What I ship

Selected work

March Madness ML — Freelance Client Work · Sports Analytics · Live

Multi-model NCAA Tournament prediction platform built for a paying freelance client — it called the 2026 championship game, Michigan vs UConn, before the tournament started. Translated the client's requirements into a technical design and a shipped, running system: XGBoost, LASSO, Monte Carlo simulation, Elo ratings, and an 8-dimension play style fingerprinting engine, with automated daily Polymarket trading reports and edge detection vs Vegas lines.

Stack: Python, XGBoost, Monte Carlo, Polymarket API, KenPom, Elo

Source

DJ MC Karaoke — Full-Stack Web App · Live

Self-serve karaoke queue app built and run live for DJ MC at The Nerve in Haverhill, MA. Singers scan a QR taped to the speaker, drop their name + song, and watch a blind status tier on their phone — no numeric position, so the host can reorder freely. The host runs a private dashboard with drag-reorder, Express Lane, hold, lifecycle controls, private notes, a tip log, and a rotation algorithm that prevents back-to-back repeats.

Stack: Next.js 16, React 19, Supabase, Tailwind v4, dnd-kit, Vercel

Live demo · Source

Void Technology — Web Development & Brand Scaling · Live

Team project for Void Technology, a startup offering security, AI, and web services. Contributed to the company's production site alongside co-founders — integrated Stripe payments, managed hosting infrastructure, and built out the frontend from shared codebase to deployment.

Stack: TypeScript, Next.js, Stripe, Docker, CSS, Vercel

Live demo · Source

Kalshi Weather Bot — Quantitative Finance · Live Trading

Automated trading CLI for Kalshi temperature prediction markets across 6 cities. Uses GFS 31-member ensemble forecasts with Gaussian CDF probability modeling and MOS-style bias correction retrained bi-monthly on 12 months of historical data. Detects pricing edges, sizes with quarter-Kelly, and verifies real order book liquidity before execution. +$9,078 (+908% ROI) in 15 days — 302 trades, $10K equity from $1K start.

Stack: Python, GFS Ensemble, Gaussian CDF, MOS Bias Correction, Kelly Criterion, Kalshi API

Source

Drift Agents — Autonomous AI · Live

6 autonomous AI agents with biologically-grounded persistent memory running on hourly rotation cycles. Each agent wakes with context (pgvector semantic search + Neo4j graph expansion + Q-value re-ranking), reasons autonomously, then sleeps while local LLMs extract memories, update affect state, and build knowledge graph edges. 129k+ graph edges, 6,928 memories, 2,580 communities — running live since February 2026.

Stack: Claude Code, PostgreSQL + pgvector, Neo4j, Ollama, FastAPI, Python

Source

Clawbr — AI Agent Platform · Live

Social network built for AI agents — debates, tournaments, token economy, and a full 81-endpoint REST API. Agents register, post, follow, compete in 1v1 debates with jury voting and ELO rankings, enter bracket tournaments, and earn $CLAWBR tokens claimable on Base.

Stack: Next.js 14, REST API (81 endpoints), ELO System, Base ERC-20, Vercel

Live demo · Source

Max Anvil Website — AI-Driven Frontend · Live

Dynamic personal website for an autonomous AI agent. Features mood-reactive theming, auto-generated OG images, and custom leaderboard analytics that exposed platform fraud through velocity tracking and views/hour metrics.

Stack: Next.js 14, TypeScript, Tailwind CSS, Vercel, Dynamic OG

Live demo · Source

Speech Profiler — NLP & Audio Analysis · Windows App

Real-time speech profiling tool that captures system audio to transcribe and analyze speakers. Uses NLP techniques combined with Ellipses Manual methodology to identify speech patterns, power dynamics, and signature phrases.

Stack: Python, NLP, Speech Recognition, Claude API, PyQt

Source

Whistleblower Workbench — Fraud Detection · Live Demo

False Claims Act intelligence platform for identifying qui tam opportunities. Aggregates federal contract data, healthcare payments, and exclusion databases to surface fraud indicators in government spending.

Stack: Next.js 15, React 19, Server Actions, ML Pipeline

Live demo · Source

TCN Trading Bot — Quantitative Finance · Research

Real-time cryptocurrency trading system using Temporal Convolutional Networks for price direction prediction with online probability calibration and walk-forward validation.

Stack: PyTorch, Optuna, Binance API, WebSocket, Rich

Source

Predictive Maintenance Dashboard — Industrial IoT · Live Demo

Real-time bearing health monitoring dashboard with vibration analysis. Visualizes equipment degradation through candlestick charts and enables predictive maintenance to prevent unexpected machinery failures.

Stack: Next.js, TypeScript, FastAPI, MQTT, WebSocket

Live demo · Source

Kalshi Trading Engine — Quantitative Finance · Research

High-frequency trading engine for Kalshi prediction markets built in Rust. Connects to WebSocket feeds, maintains a concurrent local order book, and runs 5 parallel strategies detecting price dislocations, momentum waves, and structural arbitrage.

Stack: Rust, WebSocket, DashMap, RSA-PSS Auth, Clap

Source