My research focuses on bringing parity in AI technologies for Indian languages with respect to English with open-source contributions in tools, datasets, neural models, and reference applications. My specific areas of interest are pretrained multilingual models for natural language and speech, neural machine translation, efficient models for automatic speech recognition, and evaluation metrics for natural language generation.