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Anindita Sinha Banerjee

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Beyond Monolithic AI: Cloud Native Patterns for Dynami...KubeCon + CloudNativeCon India 20262026-06-18
A concrete architecture for an AI Gateway that uses semantic routing (a small intent model plus rule signals) and a VLLM-based serving layer to pick models per…
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Why Your RAG is Failing , And How Open Source Can Fix ItDevConf.IN 20262026-02-13
Pipeline shows that messy PDFs — broken reading order, nested tables, images and lost metadata — cause RAG failures long before the LLM. A preprocessing stack…
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Multi-Layered Guardrails for Cloud Native AI: Enforcin...KubeCon + CloudNativeCon India 20252025-08-06
Claims a practical cloud-native pattern: deploy specialized agents as Kubernetes pods orchestrated with a service mesh, use LlamaIndex for the REACT-style…
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Open and Understandable: Designing Explainable AI for EveryoneOpen Source Summit India 20252025-08-05
Proposes replacing one big model with modular feature models (each detects “has wings”, “has beak”, etc.) and wiring outputs into a knowledge graph to produce…
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