engineer @ mckinsey · healthcare × agentic ai
I solve interesting problems in healthcare with technology.
i build agentic systems for the operational core of healthcare — the workflows, decisions and back-offices that run patient care. // writing about what sticks and what breaks.
latest[ 03 entries · apr 2026 ]
building
agentic systems that fit into real operational workflows, not around them. the impact: less admin burden, fewer errors, better patient outcomes.
thinking
how to rewire teams to ship ai-native. moving past individual productivity into a fundamentally different operating model for delivery.
learning
what it actually takes to productionize agentic systems. evals, observability, cost optimization, guardrails. reach out if you're thinking about this too.
writing[ warming up ]
// disclaimer: all opinions here are mine and mine alone — not my employer's.
// status: warming upfirst essays land soon — short notes on agentic systems, ai tooling, and (anonymized) healthcare problems i've worked on. follow on linkedin for new posts.
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