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Ankit Patra
Mid-Level Software Engineer specializing in cloud, microservices, and AI/ML
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About
Backend/API engineer with ~4 years experience building production services in .NET Core/PostgreSQL/Redis/Docker and optimizing real-world latency issues (claims ~60% response-time improvement). Also built and owned an end-to-end RAG-based AI assistant using Python/FastAPI, OpenAI APIs, and Pinecone, plus agentic workflows with reliability guardrails (retries, confidence thresholds, monitoring). Currently pursuing a master’s degree and targeting a $150k base salary.
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Key Strengths
- Built and operated scalable backend APIs handling 50k+ daily requests
- Diagnosed and reduced production latency via indexing, query optimization, and monitoring (reported ~60% response-time reduction)
- Implemented Redis caching with TTL and validation to reduce redundant DB calls and stabilize peak-load performance
- Designed normalized PostgreSQL schemas with constraints and performance-focused indexing (including composite indexes)
- Shipped an end-to-end RAG assistant (embeddings + vector search + LLM) to reduce manual document/PDF search
- Designed agentic workflow systems with planning/execution separation, verification/grounding, retries (exponential backoff), and observability
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Publications
2 publications
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