Runtime Labs
The part of this portfolio you run rather than read. Each lab computes real math locally from inputs you control — and each is labeled for exactly what it is, so nothing here is mistaken for production infrastructure.
MLOps Runtime Lab
PORTFOLIO EXTENSIONShift a distribution, break the system, watch the recovery
Deterministic portfolio simulation grounded in verified MLOps concepts — not the original production runtime.
Steward Agent Lab
PORTFOLIO EXTENSIONWalk an agent through tool states on synthetic patient context
Deterministic portfolio simulation of stewardship tool states on synthetic FHIR-shaped context — not live FHIR, Gemini, or MCP production runtime.
PDF Malware Explainability Lab
PORTFOLIO EXTENSIONToggle static features and read the attribution that follows
Deterministic static-feature explainability reconstruction grounded in the public report — no malware execution, no file upload, not a live classifier verdict.
Every lab is an optional enhancement. The Work, Experience, and CV paths carry the full professional record without running any of them.