Deep Learning-Driven State Estimation for Nonlinear Systems preview

Deep Learning-Driven State Estimation for Nonlinear Systems

ESKF-based attitude estimation fused with a multi-channel TCN, deployed on embedded hardware.

  • C++
  • PyTorch
  • Control Systems
  • Hardware
Sim2Real GAN for End-to-End robotic prosthesis control. preview

Sim2Real GAN for End-to-End robotic prosthesis control.

In collaboration with the Exoskeleton and Prosthetic Intelligent Controls lab at Georgia Tech.

  • PyTorch
  • ROS2
  • Simulation
  • Inverse Kinematics / Inverse Dynamics
Mechanical Engineering and Process Automation intern at AVZ Engineering. preview

Mechanical Engineering and Process Automation intern at AVZ Engineering.

Detachable end-of-arm tooling and an OpenCV-based defect detection pipeline for an industrial 6-DOF robotic arm.

  • OpenCV
  • Robotics
  • Manufacturing
  • Automation
Human-Humanoid Collaboration preview

Human-Humanoid Collaboration

In collaboration with the LIDAR Lab at Georgia Tech. Coming soon.

  • Reinforcement Learning
  • Humanoid
  • Robotics