Chinmay Prashanth

Hey, I'm Chinmay

Robotics Engineer

Building simulation-driven robotics, robot learning, and deployable field systems.

Current research: Autonomous Soil Remediation
Portrait of Chinmay Prashanth
Robotics PhD @ ASU
Venture Fellow @ NYU Future Labs
Best Paper · IEEE SPACE 2025
IEEE RO-MAN 2024 · U.S. Prov. Patent
Current Research · Autonomous Soil Remediation

About

I’m a Robotics PhD student at Arizona State University working across simulation-driven robotics, robot learning, sensing, control, and deployable hardware systems.

My current PhD research at the EcoRobotics Lab focuses on autonomous excavation and soil remediation as one application of field robotics. More broadly, I’m interested in building robotic systems that move from simulation to real-world hardware.

Before ASU, I worked on an RL-based table-tennis robot in NVIDIA Isaac Sim using PPO, developed simulation datasets in LeRobot format for NVIDIA GR00T N1 VLA model training, built a single-wheel rover slip testbed for sandy terrain with MATLAB EKF-based slip estimation, and worked as a Venture Fellow at NYU Tandon Future Labs on a robotic-assisted surgical catheter instrument.

My work sits at the intersection of robotics research, simulation, mechanical design, robot learning, and full-stack prototyping.

Chinmay at the Statue of Liberty
Focus
Simulation-driven robotics · robot learning · field systems
Current
EcoRobotics Lab, ASU — autonomous excavation & soil remediation
Toolchain
ROS 2 · Isaac Sim · Project Chrono · MoveIt · MATLAB
Background
Upsurge Labs · IIT Kanpur · NYU Future Labs
Honors
IEEE SPACE 2025 Best Paper · IEEE RO-MAN 2024 · U.S. provisional patent

Current

EcoRobotics Lab, ASU

Research

Autonomous soil remediation

Simulation

Isaac Sim, Chrono, MuJoCo

Robot Learning

PPO, VLA datasets, LeRobot

Field Robotics

Rover mobility and slip estimation

Venture

NYU Future Labs surgical catheter

Skills

Technical stack

Robotics, simulation, learning, controls, and prototyping tools I use across research and engineering projects.

Robotics

ros/ros2moveitros2-controlkinematics-&-dynamicslocalizationpath-planningperceptionurdf

Simulation

isaac-simgazebo/ignitionmujocopybulletrvizvirtual-prototyping

AI / RL

robot-learningreinforcement-learningvla-modelsdeep-learningopencvobject-detection

Software

pythonc++matlabsimulinkopenembedded

Mechanical / Hardware

solidworksfusion360ansysonshapealtium3d-printing-fdm/slalaser-cuttingpcb-designfea

Controls

pidkalman-filteringimpedance-controloptimal-controlactuator-tuning

Contact

Let's talk robotics

Open to research collaborations and conversations about autonomous excavation, robot learning, and field robotics.