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Nagachaitanya Inamdar

Backend Engineer | Exploring AI infrastructure | Learning in Public

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My Confession: How a 3-Year Developer Built an Enterprise AWS RAG Platform with AI, Curiosity, and Systems Thinking (Bonus Part 6)

My Confession: How a 3-Year Developer Built an Enterprise AWS RAG Platform with AI, Curiosity, and Systems Thinking (Bonus Part 6)

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6 min read

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Enterprise Governance: Zero-Trust Cache Partitioning, Fail-Closed Guardrails, and Architectural Retrospective (Part 5)

Enterprise Governance: Zero-Trust Cache Partitioning, Fail-Closed Guardrails, and Architectural Retrospective (Part 5)

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5 min read
The AI Brain: SageMaker BGE Cross-Encoder Reranking & Sub-100ms Bedrock ConverseStream SSE (Part 4)

The AI Brain: SageMaker BGE Cross-Encoder Reranking & Sub-100ms Bedrock ConverseStream SSE (Part 4)

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6 min read
The Storage & Hybrid Vault: Dense pgvector + Sparse BM25 + Mathematical Reciprocal Rank Fusion (Part 3)

The Storage & Hybrid Vault: Dense pgvector + Sparse BM25 + Mathematical Reciprocal Rank Fusion (Part 3)

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5 min read
The Ingestion Factory: Decoupling Document Uploads with SQS Claim-Check & 100% In-Memory Parsers (Part 2)

The Ingestion Factory: Decoupling Document Uploads with SQS Claim-Check & 100% In-Memory Parsers (Part 2)

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4 min read
Beyond Naive RAG: Building an Enterprise-Grade, Near-Zero-Hallucination Architecture on AWS

Beyond Naive RAG: Building an Enterprise-Grade, Near-Zero-Hallucination Architecture on AWS

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3 min read
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