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AIEnterpriseAzureSearch
AI Policy Search Platform
Principal Manager, Software Development
DAI
2023 - 2024
CompletedEnterprise-grade generative AI platform that enables employees to search and query organizational policy documents using natural language. Built with Azure OpenAI for intelligent responses and Azure AI Search for semantic document retrieval.
The Problem
Employees spent hours searching through thousands of policy documents manually. Third-party solutions quoted $800K+ annually.
The Approach
Designed a RAG (Retrieval Augmented Generation) architecture using Azure OpenAI and AI Search. Built a scalable microservices backend on AKS with a modern React frontend.
Outcomes & Impact
90%
Research time reduction
From hours to minutes for policy queries
$800K
Cost avoidance
Versus third-party vendor solutions
500+
User adoption
Active users within first quarter
Technologies Used
Azure OpenAIAzure AI SearchAzure Kubernetes ServicePythonTypeScriptReactFastAPI
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