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Shankar Singh is a Senior Machine Learning Scientist at Roku, currently focusing on search and recommendations. With over seven years of experience in NLP and computer vision, Shankar previously worked as an ML Research Engineer at Amazon, where they fine-tuned advanced large language models and developed innovative solutions for catalog content optimization. Shankar has also held positions as a Data Scientist at Accenture and a Machine Learning Engineer at Rams Creative Technologies and TechieNest. Their work demonstrates a strong interest in researching and scaling impactful solutions.