Shubhojeet Sarkar is a senior product leader operating at the intersection of machine learning, product strategy, and user experience. He has led teams building and scaling large-scale AI systems for content discovery and personalization, and writes about the product decisions behind trustworthy, human-centered AI. His work focuses on how relevance, intent understanding, and contextual decision-making shape successful AI-first products over time.

Product managers' role in making AI/ML systems more relevant