About

Welcome! This site is a collection of articles, technical deep dives, and projects focused on designing and building intelligent systems at scale. I write about a broad range of topics in Artificial Intelligence and Machine Learning, including content safety, search, recommendation and growth systems, as well as the technologies that power them—from deep neural networks and large-scale machine learning models to modern Large Language Models (LLMs) and Generative AI systems.

Drawing from more than 15 years of hands-on experience designing and deploying large-scale AI/ML systems, my goal is to share practical insights, architectural patterns, and lessons learned that bridge the gap between research and real-world applications. In addition to technical articles, I also publish open-source software, tools, and applications that help developers and practitioners build, evaluate, and deploy AI systems more effectively.

Whether you're an engineer, researcher, product leader, or AI enthusiast, I hope you find something useful, thought-provoking, or inspiring here.