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Praniket Ketan Walavalkar
Junior AI Software Engineer specializing in RAG agents and cloud data platforms
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About
AI Software Engineer (student employee) at University of Washington IT who helped deploy "Purple," a governed, explainable LLM platform on Azure used by 100,000+ students/faculty/staff. Independently led scalable reliability efforts by building automated agent quality/load/red-team testing and CI/CD health validation (Playwright/Node.js, Azure DevOps), and previously built an explainable AI scheduling assistant for clinical operations at Proliance Surgeons.
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Key Strengths
- Deployed a containerized LLM platform on Azure serving 100,000+ university users
- Built end-to-end Azure environments from scratch (prod + dev sandbox)
- Led automated quality, load, and red-team testing with Playwright/Node.js and Azure DevOps pipelines
- Production-minded agent reliability approach with continuous monitoring and health reporting
- Designed RAG agents with scoped tool access, versioned prompts/configs, and structured logging to reduce hallucinations
- Implemented measurable agent evaluation (correctness/completeness/relevance scoring, task success rate, latency under load)
- Bridged non-technical stakeholder needs into an AI scheduling assistant with explainable recommendations in healthcare ops
Reference Highlights
- Exceptional performance
- Top performer
- Excellent collaborator
- Great team player
- Solid communicator
- Able to explain technical approaches to external/non-local stakeholders (other universities)
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