Sushil khairnar is a Senior Software Engineer at Amazon (Audible), he brings seven years of hands-on experience building intelligent systems at the intersection of software architecture, machine learning, and AI. With a Master's in Computer Science from Virginia Tech and deep expertise in Python, AWS, and cloud-native AI solutions, he architects services that millions of users rely on daily. His passion for agentic AI stems from years of implementing machine learning applications in production environments.