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Manikanta Nadendla
Mid-Level Software Developer specializing in full-stack, cloud-native microservices and AI integrations
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About
Backend/AI engineer who has built production Spring Boot APIs on AWS (JWT auth, Redis/MySQL) and solved a real-world silent data integrity issue by implementing idempotency keys plus DB constraints/transactions. Also shipped an LLM-based document Q&A feature using a RAG pipeline with evaluation + human review, and designed multi-step agent workflows with verification, retries, and escalation guardrails.
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Key Strengths
- Debugged and resolved production data consistency issues by adding idempotency keys, DB constraints, and transactions
- Built and shipped an LLM-powered document Q&A feature using RAG with grounding and fallback logic to reduce inaccurate answers
- Designed agentic workflows with explicit planning/execution/verification phases plus retry and escalation rules
- Strong production engineering practices in Python (typing, async, dependency pinning, tests, lint/format, observability)
- Improved slow SQL queries via indexing and query rewrites (reduced latency from seconds to milliseconds)
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