I am a Machine Learning Engineer II at Amazon Web Services (AWS) based in San Diego. With over 10 years of experience in the tech industry, I specialize in building scalable, production-grade GenAI applications and Responsible AI. My journey began with an M.Tech in Computer Technology from IIT Delhi, where my research focused on ML-based classification for Autism Spectrum Disorder. Since then, I have built a career at global technology leaders including Intel Security, Cadence Design Systems, and Amazon, mastering the transition from Tier-1 Indian academic excellence to high-impact engineering roles in the US.