I build and test practical AI automation, agent infrastructure, growth systems, and developer tooling with an emphasis on measurable outcomes and reproducible evidence.
- AI/agent workflow prototypes and evaluation tooling
- Automation and API integration experiments
- Open-source research and bounty contributions
- Contributor to RustChain, including public research, bug reports, and ecosystem tooling work
I prefer verifiable outputs over claimed success: code, tests, public artifacts, and externally checkable results.