Product and sales forecasting for local shops. Full-stack build, infrastructure, ML/AI research powering the forecasting, and automated QA.
LLM Research
morgin.ai
Feb 2026 – Present
Researching the edge of AI behavior. Probing open-weight models: manipulation transfer, euphemization, dishonesty under social pressure. Benchmarks and articles on LLM applications in the wild.
Founder
CHKN Computer
Mar 2025 – Jan 2026 · Remote
Parsing multi-terabyte transaction and swap databases to generate insights for traders. Platform to identify clusters and collusion as warning signals for investors.
Lead Backend Engineer
Sandclock
Dec 2023 – Mar 2025
Overhauled dev approach from mock-based testnet to private fork-based instances. EVM indexing, message execution, on-chain/backend/frontend integration.