MCP Server — AI-Powered Diagnostic Platform
Modular diagnostic platform integrating local LLMs and reinforcement learning pipelines to automate system analysis, improve reliability, and enable secure offline operation.
Highlights
- Architected a modular MCP platform to orchestrate diagnostic tools and automate workflows.
- Integrated local LLM inference (Qwen + OpenVINO) with LangChain tool routing.
- Enabled offline AI-powered diagnostics with verification and transport switching.
- Built reproducible benchmarking pipelines for PPO, SAC, and CNN models.
From project overview (non-proprietary).
Stack
Python
LangChain
OpenVINO
Qwen
Reinforcement Learning
MCP