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JM.

Projects

Professional work is described at a high level and belongs to the employer. Source and demo links appear only where they are public.

Showing 5 projects

01Professional work

AI-powered Telecom Operations Assistant

An agent-based incident triage and alarm correlation assistant that helps network operations teams work with alarms, incidents, and service impact through natural-language requests.

  • Java
  • Spring Boot
  • Spring AI
  • LLMs
  • Tool calling
Telecom and Network AutomationCase study
03Professional work

MCP-based Network Configuration Agent

A Model Context Protocol server exposing secure, capability-limited tools so agents can read and reason about network configuration data.

  • Spring AI
  • MCP
  • Java
  • Spring Boot
  • REST APIs
AI Agents and MCPCase study