Bhumika Shah
Product Craftsperson, Incubyte
Bhumika writes about AI in software engineering, model evaluation, and what it takes to adopt new tools without compromising craft. She holds a PhD in Computer Science and brings together years of academic research with hands-on industry work — currently focused on evaluating AI models across craft, speed, and cost to help engineering teams make sharper decisions. She is equally invested in helping engineers grow, and approaches both research and mentorship with the same rigor and curiosity that have defined her career.