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@Pioneer-Robotics @ARES-Digital-Hub

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MGross21/README.md

Hello there πŸ‘‹

πŸ€–πŸš€ About Me

I am a Robotics and Autonomous Systems (RAS) Engineering Master's student at Arizona State University. I am pursuing control systems, physics-based simulation tools, and robotic deployment.

πŸ—£οΈ Languages

Python Java Kotlin C C++ JavaScript HTML5 MATLAB Markdown

Top Languages

πŸ§°πŸ› οΈ Currently Developing with

ROS OpenCV IntelliJ IDEA Visual Studio Code Ubuntu

πŸ“Š GitHub Stats

GitHub stats Streak Stats

🌱 Current Projects

Human In A Box
  • Designed to Streamline Concept-to-Simulation
  • Applications for:
    • Reinforcement Learning
    • Digital Twins
    • High-Paced Classroom Environments
      ReadMe Card
UR5 on Vention Plate Elephant myCobot Pro600
  • Unifying Template Framework API
  • Controls Multiple Robotic Arms from Different OEM's
  • Applications for Multi-Robotic Control

ReadMe Card

Pronounced "Cursive"

  • Development of a Github Template to:
    • Streamline Control System Flow
    • State Machine Development (Core, Subsystems, Entire System Management)
    • Path Planning, Localization, Sensor Fusion
    • Provide better debugging tools
    • Partial & Full System Tests to Shakedown Robotic Systems
  • Targets FIRST Tech Challenge Robotics Teams in High School
  • Reduce the skill floor for new coders and provide a professional example for proper standards:
    • One-Way Flow (Interfaces, Inheritance, Abstraction Templates)
    • Singleton
    • and Many More...
      ReadMe Card

Invite ARES Bot

  • Custom Python Object Oriented Programming (OOP) Architecture to utilize the FIRST FTC API
  • Custom Least Square Error (LSE) Implementation of Community Metric, Offensive Power Ranking (OPR)
  • Slash Command Integration into Social Chat Platform, Discord
    ReadMe Card

⭐ Completed Projects

Sim-vs-Real

  • Completed as Part of ASU's Foldable Robotics Final Project
  • Experimental Approach to Solve for Material and Motor Characteristics (ie. Stiffness, Damping, Torque, Rotational Velocity)
  • Rapid and Cost Effective Manufacturing Methods to Develop Final Product
  • Non-Linear Optimization through MuJuCo Simulation tools and Python Libraries
    ReadMe Card

ArUco Tag DetectionMesh

  • Utilized Standardized Fucial, ArUco, Tag Markers to determine the x, y, z, roll, pitch and, yaw of introduced objects
  • Per-ID Dynamic Mesh Generation used for AR environment reproduction
    ReadMe Card

Detection Results

  • Trained a Custom CNN Neural Network, AlexNet, with over 60k Images
  • Evaluated Canny, Sobel, and Roberts Cross Matrix Filters in their Object Detection Confidence of Standard Road Objects: Truck, Car, Bicyclist, Pedestrian, and Road Signs
    ReadMe Card

🀝 Let's Connect!

LinkedIn

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  1. ARES-Digital-Hub/ARES-Bot Public

    ARES (Analytical Robot Evaluation Service) - Discord Bot

    Python 1

  2. Robotic-Jumping-Frog Public

    Final Project From RAS 557: Foldable Robotics Taught by Dr. Dan Aukes

    Jupyter Notebook 1

  3. mujoco-toolbox Public

    Simulation Wrapper Built Around Google Deepmind's MuJoCo

    Python 6

  4. kurcive Public template

    Kotlin Universal Robotic Controller for Inspiration of Visionary Engineers ("Cursive")

    Kotlin 1