https://romeepanchal.com/tags/machine-learning/ Recent content in Machine Learning on Romee Panchal Hugo en-us Romee Panchal Sat, 11 Jul 2026 00:00:00 +0000 https://romeepanchal.com/posts/ai_engineering/why_ai_projects_fail_after_the_demo/ Sat, 11 Jul 2026 00:00:00 +0000 https://romeepanchal.com/posts/ai_engineering/why_ai_projects_fail_after_the_demo/ A practical look at why impressive AI prototypes often fail in production, and how to reason about the gap between a demo and a dependable system. https://romeepanchal.com/posts/general/why_learn_maths/ Fri, 13 Sep 2024 00:00:00 +0000 https://romeepanchal.com/posts/general/why_learn_maths/ How mathematical foundations improve model intuition, debugging, optimization, and technical communication.