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Sravan KumarAI/ML Engineer

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Sravan Kumar

AI/ML Engineer

© 2026 Sravan Kumar. All rights reserved.

Selected Work

Projects

Production AI systems I have designed and shipped — Agentic RAG platforms, multi-agent RFP workflows, enterprise ingestion pipelines, and personal tools like DeckPilot.

Featured

Code and systems interface

AI Engineer

Enterprise Agentic RAG Platform

Enterprise-scale Agentic RAG platform processing 17K+ documents with LangChain, Azure OpenAI, PostgreSQL/PGVector, and multi-agent orchestration.

17K+ documents · 90% faster responses

RAGLangChainAzure OpenAIPGVector

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Team collaboration and workflow planning

AI Engineer

Multi-Agentic RFP Proposal Platform

Enterprise multi-agent platform that turns RFP documents into AI-generated proposal drafts with Service Bus orchestration and human-in-the-loop review.

Faster proposal turnaround

Multi-AgentFastAPIAzureHITL

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All Projects

Code and systems interface

Enterprise Agentic RAG Platform

Agentic RAG over 17K+ enterprise documents with multi-agent orchestration on Azure.

17K+ documents · 90% faster responses

RAGLangChainAzure OpenAI

View Case Study

Team collaboration and workflow planning

Multi-Agentic RFP Proposal Platform

Multi-agent RFP-to-proposal drafts with HITL review and Service Bus jobs.

Faster proposal turnaround

Multi-AgentFastAPIAzure

View Case Study

Data center infrastructure

Document Ingestion & Embedding Pipeline

Automated ingestion from SharePoint, ADI, and Blob Storage with Container App Jobs for embedding generation and delta/retry processing.

Delta + retry resilient jobs

AzureDataEmbeddings

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Abstract network knowledge graph

Hybrid RAG Compliance Knowledge Base

Hybrid RAG unifying SharePoint, Salesforce, and internal knowledge bases so every compliance answer is grounded in verified sources.

Audit-ready grounding

Hybrid SearchRAGCompliance

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Writing desk and presentation materials

DeckPilot — AI-Powered Deck Generator

Text/PDF to branded PowerPoint decks — 80% less manual effort.

80% less manual deck effort

LLMsPythonAutomation

View Case Study