Gundeep is a full stack Machine learning practitioner who has developed multiple robust models and processes that continue to drive long sustaining business impact. His first principles approach of understanding business combined with deep customer obsession has enabled him to drive ML based influence across the business stack. He thinks big and enables the team to achieve hard goals while insisting on highest standards. Gundeep has diverse experience in both theoretical and applied (deep learning, computer vision and natural language processing) machine learning with papers at top tier conferences like ICLR, CVPR, IJCAI etc. Over the last 8 years, Gundeep has demonstrated knack for solving complex business problems with theoretically sound approaches. Currently, Gundeep is on diversification spree with aim of expanding areas of business and technical depth. Business verticals explored: Trust, Safety & Policy Compliance, Search, User-Engagement/Retention Relevant ML Buzzwords for search (in no specific order) : Applied machine learning research, computer vision, natural language processing, graphs, graph based learning, large scale machine learning, causal inference, data-driven legal compliance and abuse at scale, user personalization, user retention, demand forecasting. Papers at conferences : ICLR, CVPR, IJCAI, SIGIR, ICC Google Scholar : https://scholar.google.co.in/citations?user=AUqUjuoAAAAJ