Principal-level software engineer focused on Kubernetes-native test infrastructure, CI/CD platforms, and AI-assisted developer productivity.
π΅ oracle/weblogic-kubernetes-operator β Owned the integration test framework for 8 years. Top-5 contributor by commit count (~617 commits). Framework gates every release of an operator running in production at Fortune 500 enterprises.
π’ AI-assisted test triage system (internal Oracle project) β Two-layer architecture: deterministic classifier + LLM analyzer (Codex, Claude Code) for test failure root-cause analysis. Cut team triage time by ~70%.
π£ Lumis β Solo-built unified clinical intake platform for a Bay Area wellness clinic. Three operating modes: AI voice booking, AI-collected intake with staff review, and staff-assisted with real-time live-call interface. Stack: Next.js, TypeScript, Supabase, Twilio, VAPI, ElevenLabs. See lumis-overview for the architecture writeup.
- LLM-powered tooling for test engineering (evals, agentic test generation, intelligent triage)
- AI-augmented full-stack development workflows
- Modern test platform patterns for cloud-native systems
26 years in enterprise software at Netscape β Sun Microsystems β Oracle (joined each via acquisition). Built test platforms for application servers (iPlanet, GlassFish), middleware (WebLogic), and Kubernetes operators.
π San Jose, CA βοΈ sankarpn@gmail.com πΌ LinkedIn



