Bhathiya is broadly interested in neural approaches for conversational AI. His research focuses on Dialogue State Tracking (DST) for goal-oriented, low-resource language, dialogues. He is currently investigating transfer learning techniques to overcome the resource barrier by utilizing high-resource language corpora to build low-resource language dialogue systems.