Work With Me
Send me the workflow, bottleneck, and result you need. I'll help turn it into a testable system.
Who I help
- Teams replacing repetitive manual workflows with maintainable automation.
- Builders shipping AI-enabled internal tools who need reliability and clearer operating boundaries.
- Ops and platform teams that need observability, CI discipline, and safer workflow ownership.
What engagements look like
- 1-day AI/automation audit: review one workflow, bottleneck, or manual process. Deliver a clear technical action plan.
- 1-week prototype sprint: build a small working internal tool or proof-of-concept. Human approval gates included.
- 2-week workflow cleanup: stabilize messy scripts, dashboards, automations, or internal processes. Focus on reliability and handoff.
- Trading/research dashboard MVP: build a review-first dashboard for market notes, signals, evidence, and risk context. No live broker execution.
- Creator/media workflow automation: build content review, clipping, validation, or publishing-support workflows. Human final approval only.
How I work
- I start by isolating the workflow that actually matters, not the one that sounds flashy in a deck.
- I bias toward bounded systems with explicit retries, review paths, and operational ownership.
- I treat observability, evals, and failure handling as part of the scope, not optional polish.
- I leave documentation and handoff notes behind so the system can survive after the first version ships.