Sararin.ai / Selected work
Selected achievements
Results with scope, evidence, and limitations.
Workflow recovery · July 2026
Bounded interruption tests demonstrated workflow-state recovery across crashes and sessions. This proves the tested mechanism, not continuous reliability or human productivity improvement.
Governance discovery · July 2026
Fresh discovery checks passed in 5 of 5 accepted repositories. Two stale or conflicting control scenarios failed closed. This was local control-plane validation, not a production deployment.
Synthetic MLOps lifecycle
A 10,000-observation synthetic experiment exercised training, registration, and prediction read-back. Model-quality shortcomings were retained in the result instead of being hidden by a successful pipeline.
Why it matters
These results show the ability to design a system, test its boundaries, and distinguish engineering success from business readiness.