← Work
AI and MLOps delivery automation
Moving AI capabilities from internal prototypes into observable, controlled engineering workflows.
Professional scope
An enterprise team was introducing AI-assisted capabilities into existing analytics and engineering workflows.
My responsibilities
I owned architecture and production delivery for an enterprise AI assistant over eighteen months within my Vriksh consulting tenure. My work also included AI platform implementation and production support.
I connected models to approved tools and data, added deployment controls, supported production debugging and helped define reliable operating boundaries.