About Kailash Thiyagarajan

Kailash Thiyagarajan is a Senior Machine Learning Engineer at Apple with over 18 years of experience specializing in AI-driven solutions for real-time inference, fraud detection, and recommendation systems. His expertise lies in scalable ML architectures, online feature computation, and Transformer-based AI models. Kailash is an active contributor to AI research, a peer reviewer for IEEE conferences, and a mentor in the AI community. (This article is part of his independent research and does not represent the views of Apple or work done at Apple.)