Mohitdeep Singh
Sr Ml Engineer at Roku
Based in San Francisco, United States
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Seniority
Staff
Department
Information Technology
Location
San Francisco
Industry
Software Development
Company size
4.2K
Contact information
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m•••••••@weareroku.com
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Background
About Mohitdeep Singh
With over ten years of experience in machine learning, data science, and algorithm design, I am passionate about solving large-scale problems that enhance user experience and engagement. As an ML Engineer at Roku, I work on launching new products that leverage personalization, recommendations, and rankings to deliver relevant and customized content to millions of viewers. My core competencies include statistical machine learning, deep learning, randomized linear algebra, sparse methods, graph theory, matrix factorization, dimension reduction, convex optimization, Bayesian inference, and text mining. I have a strong mathematical background and the ability to program scalable solutions using Python, Java, Hadoop, Spark, Graphlab, and other frameworks and libraries. I also have a keen interest in the applications of machine learning to various domains, such as media, entertainment, e-commerce, and social networks.
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