Muhammad Adrees
Automation and AI Agents Engineer, ecommerce
Bilal came off the warehouse floor. Adrees came from the other side.
He builds the agent layer. Production agents on LangGraph with MCP and retrieval, the tool calls underneath them, and the order and CRM sync that keeps them honest.
The hard part is not getting an agent to answer. It is getting it to stop when it should. Adrees builds the part that knows the difference.
Before ZavrAI, automation engineering at Nysonian and AI engineering at InLights. BS in Electrical Engineering with an AI focus, NUST.
Works with
- LangGraph
- LangChain
- MCP
- RAG
- n8n
- Make
- Python
- FastAPI
- Node.js
- HubSpot
- Zoho
- Shopify
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