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Hi! I'm Fahreza. I was training neural networks back when "AI" still mostly meant a robot in a movie, starting with speech emotion recognition for my final-year project. These days I lead AI projects end to end: sitting down with stakeholders, planning and architecting the system, then building and shipping it, from agentic RAG with LLM-as-judge evaluation to full-stack apps in production. 6+ years in industry, published research in speech ML, a postgraduate researcher at IIUM, and a kendoka (1st Kyu) at AI Kendo Club. Always happy to chat about AI, open source, or anything in between.