Shreyas Havaldar is a Pre-Doctoral Researcher at Google Research in the Advertising Sciences team, mentored by Dr. Aravindan Raghuveer, Dr. Karthikeyan Shanmugam and Dr. Rishi Saket. His work focuses on developing fair algorithms, especially under distribution shifts and developing scalable models for learning from aggregate data and studying privacy afforded by such aggregations. He aspires to build an impactful research career focused on five foundational pillars: Privacy, Fairness, Interpretability, Robustness, Explainability for AI/ML Algorithms; for creating systems that are accountable, accessible, equitable and inclusive.