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Anudeep Eloori
Mid-Level Full-Stack Software Developer specializing in Java microservices and modern web apps
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About
Software engineer with experience building and iterating high-volume Spring Boot microservices on AWS (Docker/Kubernetes) and integrating with React front-ends. Also delivered an LLM-powered document summarization system using embeddings + retrieval (RAG) with grounding/guardrails and built evaluation loops that directly drove retrieval and chunking improvements. Has scaled Kafka-based pipelines processing millions of messy financial/infrastructure records with reliability and cost/latency tradeoff management.
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Key Strengths
- End-to-end ownership of high-volume customer engagement microservice (design → build → deploy → iterate)
- Performance vs. functionality tradeoff decision-making (prioritized response time, then improved relevance post-launch)
- Production-oriented LLM/RAG pipeline implementation with practical guardrails (validation, chunking, fallbacks, grounding)
- Designed LLM evaluation loops with benchmarks, human review, and regression prevention; used evals to improve retrieval/chunking/ranking
- Built scalable Kafka-based data pipeline processing millions of records with normalization, fault tolerance, and observability
- Cost/latency optimization via batching non-critical flows while keeping real-time for high-priority processing
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