Robotics AI engineer interested in Robotics, Vision Language Action Models and Reinforcement Learning




profile

About

Hi, my name is Andy Choi and I am currently a AI/ML Robotics Engineer @ Roboligent in Austin, TX.
Previously, I was a Reinforcement Learning Research Engineer @ AgileSoDA
M.S. in Mechanical Engineering '21 @ UCLA
B.S. in Mechanical Engineering '20 Cum Laude @ Cornell University

Below you can find information about my projects, publications, and patents.
If you have any questions, feel free to reach out!

Projects

  • Mixed Palletizing at AgileSoDA

    Mixed Palletizing Manipulator System using Reinforcement Learning and Configuration-Space Motion Planning.

  • Heuristic Algorithmm-based Action Masking RL with Ensembe Inference at AgileSoDA

    HAAM-RL Framework using FlexSim and BakingSoDA.

  • RL-based Palletizing with a real manipulator at AgileSoDA

    RL-based Palletizing System Framework.

  • RL MLOps Platform at AgileSoDA

    BakingSoDA, a RL MLOps Platform.

  • RL-based Semiconductor Macro Placement Solution at AgileSoDA

    Chip Placement with Deep Reinforcement Learning [ref].

  • Carving Robot Arm Control Simulation at University of California, Los Angeles

    Carving Robot Arm Control Simulation using MATLAB.

  • AI contest at AgileSoDA - Internship

    Block toy manufacturing process optimization AI contest using RL

  • RL for ejector pin's location for TV manufacturing at AgileSoDA - Internship

    RL using ParaView [ref]

  • 3D SLAM - LIDAR at Cornell Autonomous Systems Lab

    Real-time 3D SLAM (Simultaneous Localization and Mapping) with a LIDAR and JACKAL.

  • 3D SLAM - ZED Stereo at Cornell Autonomous Systems Lab

    Real-time 3D SLAM (Simultaneous Localization and Mapping) with a ZED camera and JACKAL.

  • Publications

    Patents

    Contact

      +1 737 389 1200
      andy@roboligent.com, akchoi@g.ucla.edu, kc645@cornell.edu, andychoi35@gmail.com