Ozgur Karahan
AI Solution Engineer @ Microsoft
Building intelligent systems at the intersection of AI, cloud infrastructure, and enterprise integration.
Strong background in enterprise architecture, integration strategy, and API management.
Featured: Identity Propagation for AI Agents
Enterprise AI agents must act as the real user — no service accounts in the data path, every action traceable and authorized per-user. A series of production-grade implementations on Azure (Entra ID, APIM, AI Foundry) across ServiceNow, Salesforce, and custom APIs.
📄 Read the story: From Theory to Production — Salesforce Meta-Tool & Identity Propagation
Projects
ai-agent-memory ⭐
Persistent memory for AI coding agents — Karpathy LLM Wiki pattern for GitHub Copilot, Claude Code, Codex, and Cursor
agentic-sdlc-demo
Ready-to-run, presenter-led demo of the full SDLC driven by AI coding agents — intake → plan → implement → test → review → PR → deploy, with enforce-first CI gates
🎞️ View the slide deck: Agentic SDLC — from workplace request to governed, deployed software
snow-meta-tool
ServiceNow MCP meta-tool — 3 generic tools (discover, query, write) with per-user identity propagation via Azure APIM JWT Bearer OBO flow
salesforce-meta-tool-identity-propagation
Cross-cloud identity propagation from Azure to Salesforce via a meta-tool MCP server — user identity flows end-to-end without service accounts
propagate-id-entra
End-to-end Entra ID identity propagation from browser through AI Foundry agents and APIM to backend APIs — zero service accounts
azure-apim-mcp-server
MCP streamable HTTP server for Azure API Management — manage APIs through natural language
ai-avatar-presenter
AI-powered avatar presentation assistant — upload PowerPoint slides and have an AI avatar present them with multilingual TTS and interactive Q&A
Forks & Contributions
get-started-with-ai-agents
Azure-Samples fork with AI Foundry endpoint & A2A documentation (1,400+ lines), Bicep customizations, extended README
voicelive-api-salescoach
AI-powered voice training for sales professionals using Azure Voice Live API — forked from Azure-Samples
karpathy-autoresearch
Autonomous AI research agent that experiments on single-GPU LLM training overnight — forked from karpathy