Projects

5 of 7 projects

Work experience

2

  • Internship at Magna International, Advanced Robotics R&D

    Dual-arm assembly R&D: from CAD to a learned insert

    Research and development internship at Magna. A dual-arm pipeline in Isaac Sim that plans a full production assembly in 59 seconds, then hands the last millimeters of insertion to a learned policy.

    • Isaac Sim
    • cuRobo
    • OMPL
    • Python
    • PyTorch
    • LeRobot

    3 min read

  • Research at Mars Lab, Purdue University

    Dexterous manipulation with full-hand tactile sensing

    Graduate research at the Purdue Mars Lab. I design manipulation tasks, 3D-printed test fixtures, and sensor fusion setups to give a 16-DOF robotic hand a sense of touch.

    • Python
    • MuJoCo
    • ROS 2
    • LEAP Hand
    • Fusion 360

    2 min read

School projects

2

  • School project at Purdue University

    Vision-guided autonomous wound scanning and treatment

    A UR16e finds wounds on a patient by itself, measures them in 3D, writes a clinical report, and holds a perpendicular treatment pose while the patient moves.

    • ROS 2
    • Python
    • C++
    • OpenCV
    • PyTorch
    • Gazebo
    • Fusion 360

    3 min read

  • School project at Purdue University

    FastPath: learned heuristics for A*

    A machine learning model that speeds up A* pathfinding by predicting obstacle-aware heuristics, cutting search time significantly.

    • PyTorch
    • Python

    3 min read

Personal projects

1

  • Personal project

    Genesis: a mobile manipulator, registers to VLA

    Mecanum base, single and dual-arm variants, a whole-body planner that solves on CPU, keypoint perception and a VLA training pipeline. Built from scratch.

    • ROS 2
    • Python
    • C++
    • C
    • OpenCV
    • PyTorch
    • MuJoCo
    • Isaac Sim
    • Gazebo
    • OMPL
    • LeRobot
    • ESP32
    • Raspberry Pi
    • KiCad
    • Fusion 360

    4 min read