Generative AI Engineer building agentic systems, LangGraph pipelines, and production-grade RAG at CR8.ai. Freelancing on Upwork/Fiverr. Based in Karachi.
I specialize in the messy middle between research and shipping — multi-agent orchestration, VLM-based design adaptation, MCP servers, and the infra to run it all.
Selected work
- POS Designer Agent — 5-stage LangGraph pipeline (Analyze → Layout → Generate → Render → QA) for adapting brand assets into retail formats at 300 DPI. Built for Unilever at CR8.ai.
- konva-mcp — Open-source MCP server connecting LLM agents to a Konva.js canvas via a Node.js bridge.
- Billing Guidelines Agent — Multi-agent RAG system for law firm invoice compliance. Reduced manual review by 70%+.
- Interbank Fraud Detection — Cross-bank transaction analysis across 15 institutions, 100M+ AED in monitored volume.
Stack I reach for Python · LangGraph · FastAPI · React · Node.js · vLLM · Puppeteer · PostgreSQL · Pinecone · AWS
Certifications: CKAD · AI Engineer Associate · NED University




