I build things that learn. Software that gets sharper with use, neighborhoods that get more generous, trading systems that run on their own.
Right now: Bountiful Garden turns the lemons rotting on my block into someone's lemonade. OpenClawBrain gives OpenClaw agents a long-term memory so they stop solving the same problem twice. Project Pelican is an options desk with no desk — it trades while I sleep.
ML Engineer at Instacart. PhD Economics, UCLA. BA Statistics & Economics, UC Berkeley.
Your neighbor's Meyer lemon tree dropped 200 lemons last week. You want six. Bountiful is the bridge — post your harvest, browse what's ripe nearby, and grab it off the porch. Think of it as a farmers' market that never closes, where every stall is someone on your block.
Your agent's second brain. Standard retrieval starts with amnesia every time — same query, same results, even when those results failed yesterday. Brain keeps a scorecard, re-shelves the library after every run, and compounds what it learns. The hundredth query is sharper than the first.
A trading floor in a box. Pelican watches the options market, builds its own features, trains fresh models, sizes positions, and pulls the trigger — all without a human in the loop. Think autopilot for volatility.
Machine Learning Engineer