fn lead_engineering()
Engineering manager
I set direction, grow engineers, and keep delivery honest. Pairing, reviews, CI/CD, and mentoring are part of the job — not extras. I have led developer teams from intern programs through production systems used by real operators.
fn run_company()
COO / co-founder
At CodeValid I run the company alongside the product: operations, customer conversations, go-to-market, and the day-to-day of turning a thesis into something that ships. I still write, still ship, still talk to users.
fn modernize_systems()
Platform & modernization
I like hard, inherited codebases. Migrate the stack, consolidate the one-off tools, put tests around the workflows, and leave the team with something they can extend. That is most of real engineering leadership.
fn apply_ai()
AI for engineering orgs
Agents, MCP servers, spec-driven validation, and knowledge capture — used as levers for quality and speed, not demos. I care about whether the system is testable, traceable, and usable by the people on call.