Managing Applied AI & LLM Research Projectsمدیریت پروژه‌های هوش مصنوعی و LLM کاربردی

As Project Manager at the IUST Innovation Center for Cognitive Sciences and Technologies, I lead interdisciplinary teams (AI, DevOps, UI/UX) building data-driven content-generation and Persian chatbot systems. A few principles that worked for us: - Define evaluation metrics **before** building — benchmark LLMs on accuracy, quality, and reliability. - Document every project phase; knowledge transfer is part of the deliverable. - Keep the human-in-the-loop for Persian generation quality. Managing AI is less about Gantt charts and more about aligning evaluation, data, and iteration speed.