Narayanan PP

Researcher at Indian Institute of Science, Bangalore

prof_pic.jpg

I am a researcher at Stochastic Robotics Lab, headed by Dr. Shishir Kolathaya in the Indian Institute of Science, Bangalore, where I develop AI algorithms to enable Quadrupedal Locomotion on extremely-rugged terrains. My work involves developing algorithms that support a range of Quadrupedal Morphologies and deploying these solutions on hardware. We actively engage with Improbable AI Lab headed by Dr. Pulkit Agrawal at MIT, on building Deep RL-based controllers for our custom quadruped robots.

I also collaborate with Mr. Anantharaman Palacode Narayana Iyer, Founder & CEO - JN Research Labs, Bangalore, on research projects that utilize Generative AI for advanced tabular representation and analytics, which includes developing solutions for Tabular Q&A and Summarization. During my previous internship at JN Research Labs, I developed a joystick control interface for wheeled robots, focusing on teleoperation and surveillance tasks.

I recently completed my B.Tech in Mechanical Engineering(2024) from National Institute of Technology, Bhopal (MANIT Bhopal).

My research interests converge on Language Technologies and Robotics. I am excited about Embodied AI and Language-informed Robotics.

Selected Publications

  1. hysem.png
    HySem: A context length optimized LLM pipeline for unstructured tabular extraction
    Narayanan PP, and Anantharaman Palacode Narayana Iyer
    2024
    3rd Table Representation Learning workshop at NeurIPS 2024