I make things work with what's actually available, solving real problems under real constraints.
I build systems that run in the real world — where the parts list is short, the conditions are bad, and the thing still has to work. Lately that means AI-assisted automation I run myself. Before that it was generators in a storm and fifty thousand legal records that had to move without losing one.
Things I've built and kept running:
- Trade Bot 1. An options-income bot. It manages a weekly options strategy on its own, reports as it goes, and takes live adjustments by email.
- Trade Bot 2. A signal-execution bot. It reads a professional trader's emailed trade alerts, places the orders automatically, and watches programmatic exit conditions to capture profit or stop a loss.
- Regulatory News Filter. A daily news pipeline that runs two language models against the same feed and compares their picks — an A/B test for judgment, not just a summarizer.