Multi-agent systems, RAG pipelines, MCP tool integrations — 4+ years building production AI that ships.
Edwin Isac · Dublin, Ireland · MSc Data & Computational Science (UCD)
4+ years production ML — NLP, computer vision, real-time data systems. Currently focused on LLM-powered multi-agent systems, RAG pipelines, and agentic orchestration at scale.
Built and open-sourced: multi-agent research tools, LLM evaluation frameworks, retrieval-augmented developer assistants, MCP-based tool integrations, and a cryptographic AI audit trail system.