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sankarpn/README.md

Hi, I'm Sankar πŸ‘‹

Principal-level software engineer focused on Kubernetes-native test infrastructure, CI/CD platforms, and AI-assisted developer productivity.

What I've been working on

πŸ”΅ 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.

🟒 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%.

🟣 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.

Currently exploring

  • 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

Background

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.

Reach out

πŸ“ San Jose, CA βœ‰οΈ sankarpn@gmail.com πŸ’Ό LinkedIn

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