Boost AI/ML transition with practical projects and networking.

Despite 21 years in IT and relevant certifications, the current AI/ML market highly values hands-on project experience (e.g., RAG projects, vector stores, clustering) and strong technical interview skills. Leveraging a strong existing network for internal opportunities or referrals is crucial, as external competition (MS/PhD in CS) is fierce. Focus on building practical projects and mastering technical loops.