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Background: Vijay Ramakrishnan is a ML/NLP engineer at Cisco’s Cognitive Collaboration Group where his team develops conversational AI products for Cisco’s collaboration portfolio. His research interests include deep networks for domain-specific ASR, empirical methods for NLP and ML for sequence models.