Background

Generally interested in building reliable and capable autonomous (driving) systems.

Currently, I work as an MLE at DeepRoute.ai, where I focus on autonomous agent intention and trajectory prediction, planning algorithms, RL self-play smart agents, and RL post-training with preference alignment for autonomous vehicles deployed at scale in real-world environments.

I earned my Ph.D. in Computer Science at Purdue University, where I am working under the guidance of Suresh Jagannathan. During my Ph.D., I primarily focused on developing robust and reliable autonomous agents. Leveraging reinforcement learning, LLM, and end-to-end planning, underpinned by rigorous formal specifications, to ensure the reliability and performance of autonomous agents’ decision-making processes.

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