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Sumit Shatwara

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Agentic Engineering: From Writing Code to Reviewing ItTestMu Conference 20262026-08-19
Describes an operating model where AI agents accept a ticket and deliver a plan, tests and a reviewable PR rather than a keystroke; a demo shows a PR merged in…
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Data Engineering for Graph-based Retrieval Augmented Generation GraphRAG using Neo4jGreat International Developer Summit 20252025-04-22
Shows a concrete pipeline that turns SEC Edgar PDFs and Form 13 tables into a Neo4j-backed GraphRAG: chunking 10‑K text, storing chunks and form rows as nodes…
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The Evolution of LLMs: From Imitation to ReasoningGreat International Developer Summit 20252025-04-22
Walmart fine-tunes open models and mixes closed-source ones to auto-extract attributes from ~1 billion catalog cells, adding an auto-eval layer that materially…
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GenAI Stack for DevelopersGreat International Developer Summit 20242024-04-23
Claims a reproducible GenAI stack that runs Llama2 / GPT-3.5 / GPT-4 locally via Ollama, orchestrates chains and deployment with LangChain (including LangServe…
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