Ravikumar Malipeddi

I’m a technical product leader and AI-native builder with 12+ years in AI/ML and data products, including a decade hands-on across engineering, data science, and team leadership. I’ve founded and scaled product ownership at Circuitry.ai, taking AI intelligence from MVP to enterprise production.

I own product strategy, evaluations, and guardrails for AI workers—designing golden-set evals, groundedness and relevance thresholds, and an LLM-as-judge regression gate. My approach sustains ~95% production accuracy with safe, transparent escalation, helping lift customer adoption and engagement by ~10% month over month.

I also bring deep OEM warranty, Service Lifecycle Management, and aviation-operations expertise into production GenAI. I’ve led builds like agentic analytics on Claude, scaled adoption across VSC and OEM customers, and earned the Rolls-Royce Data Innovation Award (2nd place) for an aviation ETA model (RMSE 1.2) that cut delays 15%.