Abhishek Kumar is a data science consultant, author, and Google Developers Expert (GDE) in machine learning. He holds a master’s degree from the University of California, Berkeley, and has been featured in the "Top 40 under 40 Data Scientist" list. He is also a public speaker and has delivered talks in top data conferences across the globe including Strata Data, AI conference, ODSC, and Fifth Elephant. His focus area is machine learning and deep learning at scale and is also a recipient of the "Hal Varian" award for his work on deep learning at UC Berkeley. Abhishek has worked on various machine learning and deep learning projects involving recommender systems, image recognition, forecasting, optimization, anomaly detection, and natural language processing.