Abhay Gupta is a seasoned Research Scientist specializing in Machine Learning, currently leading scaling and efficiency initiatives within the MosaicML Research team at Databricks since June 2024. Prior experience includes serving as Technical Lead at Cerebras Systems from February 2020 to May 2024, where Abhay focused on developing efficient training and inference algorithms for large language and multi-modal models, emphasizing model compression and hardware-ML co-design. From June 2016 to July 2018, Abhay worked as a Software Engineer at Microsoft, contributing to advanced analytics projects that leveraged machine learning in finance. Abhay holds a Master of Science in Computer Vision from Carnegie Mellon University and a Bachelor of Technology in Computer Science & Engineering (Honors) from the Indian Institute of Technology Hyderabad.
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