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Ramya Thottempudi
Mid-level Full-Stack Software Engineer specializing in Java/Spring microservices and React
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About
Uber engineer who has owned internal products end-to-end across backend (Spring Boot microservices, MySQL) and frontend (React), including performance optimization and secure JWT-based auth. Also shipped a production internal RAG/embeddings LLM support assistant over policy docs and support tickets, with guardrails (confidence thresholds, human review) and an evaluation loop that directly reduced hallucinations.
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Key Strengths
- Owned and shipped internal workflow tracking feature end-to-end (requirements → backend → UI → release)
- Performance tuning at scale (slow queries: execution plan analysis, indexing, join optimization)
- Built secure microservices with JWT and centralized auth; resolved token validation failures
- Iterated based on usage metrics and user feedback (added search/filtering; improved internal efficiency)
- Shipped production RAG-based LLM assistant using embeddings + vector DB over internal knowledge sources
- Implemented LLM guardrails (input validation, authorization scoping, confidence thresholds, human review fallback)
- Designed LLM evaluation loop using historical tickets; used evals to reduce hallucinations via retrieval tightening
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