Work with me
A small number of engagements where quality matters
I take on focused work in quality, AI, and trust-first product. If execution quality is the thing standing between you and shipping, that is where I am useful.
Quality engineering
Test architecture, Playwright suites, CI and shift-left governance for teams that need to move fast without lowering the bar.
AI-assisted development
Setting up agent workflows, guardrails, and evaluation so AI accelerates a team instead of quietly shipping plausible-but-wrong changes.
Trust-first product review
For products in health-adjacent or high-stakes domains: naming trust boundaries, modelling consent as data, and keeping claims honest.
AdvisoryA focused engagement to unblock a decision or set direction, then hand it off.
EmbeddedWorking inside the team for a defined period to build the system and the habit together.
WorkshopA hands-on session where the team leaves with the artifact, not just notes.