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Chirag Mandal

Chirag Mandal

@chiragmandal

AI/ML Engineer working on various use cases and multi-modal data on cloud and HPC systems. Interested in technologies like Agentic AI, LLM, MLOps, Deep Learning

NetAtWork GmbH Bielefeld, Germany www.linkedin.com/in/reachchirag/ On GitHub since March 2020

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Published Tools

1 MCP Serveracross 1 category

An AI agent system that monitors simulated industrial pump telemetry, detects anomalies with a tracked ML model, and triggers automated maintenance alerts. Tools are exposed both through a **Model Context Protocol (MCP)** server and through a **LangGraph** ReAct agent reachable via FastAPI, with a live streaming dashboard.

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MCP Serverai
11 dir