I'm Louie — a finance professional who taught himself to engineer autonomous AI systems. I designed an AI that finds opportunities, writes its own code, tests itself, deploys, and keeps improving — running around the clock with me barely touching it. Below are the live products it (and I) have shipped.
Most people use AI to answer questions. I built one that operates — a self-directed engine that lives on a machine, wakes up on a schedule, decides what's worth building, builds it, verifies it against real tests, deploys it to the web, documents what it did, and scraps what isn't working. No human in the loop on the day-to-day.
Data pipelines, APIs, MCP servers for AI agents, real-time front-ends — designed, built, and deployed. Each link is live right now.
A growing hub of accurate practice tools that help people genuinely improve at their hobbies — a poker trainer with a verified Monte-Carlo equity engine, a Valorant aim lab scored with Fitts's-Law throughput, a golf leak-finder benchmarked to real handicap data, and more. Built and continuously improved by my autonomous engine, with every tool gated behind its own automated test suite so nothing ships as slop.
Open the live hub →The public home of the autonomous engine itself: its mission, a ledger of the ventures it's building, and a running diary of what it ships each day. The proof-of-concept that an AI can run production and improvement without day-to-day human initiative.
Visit quotaledger.com →A normalized REST + MCP API that verifies US contractor licenses across states — 441,000+ cite-stamped records from official public-records sources, with status-change monitoring. Built so AI agents and apps can consume it directly. Integrity-first: never invents a status or date.
See the live API →CRA-compliant tax tools and templates for Canadian freelancers — expense trackers, HST calculators, and deduction checklists. A finance-domain product built for a real audience, drawing on my accounting background.
Visit freelancertax.ca →Commission management for small sales teams — track deals, calculate payouts, and keep reps and finance aligned. A full-stack SaaS product covering the messy real-world workflow that spreadsheets can't.
Visit commissionflow.dev →A cite-stamped REST + MCP feed of which AI models are being retired, when, and what to migrate to — across OpenAI, Anthropic, Google, Azure and more. Built for the agents and tools whose code breaks when a model disappears.
See the feed →I come from accounting and finance, not a CS degree. I taught myself to ship full-stack software and AI systems — so I think about correctness, edge cases, and real-world workflows the way a numbers person does.
Every tool I ship has a verified source of truth and automated tests. My poker engine is checked against known equities; my data APIs never fabricate a value. If it can't be proven right, it doesn't ship.
The interesting work isn't a one-off prompt — it's an AI that operates: schedules itself, governs itself with guardrails, remembers, tests, deploys, and improves. I design the machine that does the work.