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Model Management Agents

Role: Research & Architecture

Timeline: Dec 2024 - December 2025
PythonLangGraphATLEMFMCPLLM Agents

LLM-based agents for model transformation (ATL) and model editing (EMF), exposed via MCP servers. Combines dedicated per-tool interfaces with a relevance-score-based tool filtering mechanism to improve tool selection accuracy and scalability as the number of available tools grows. Includes a reusable dataset generation methodology and 1,200+ labeled instruction–tool-call pairs for evaluation.