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LUKE-hyungjin/README.md

๐Ÿ‘‹ Hi, I'm Luke (Hyungjin Lee)

Industrial AI Engineer | Mechanical & ML Specialist

Data-Driven Engineering for Physical Systems

Portfolio LinkedIn Email Blog


๐Ÿš€ About Me

"Combining mechanical intuition with AI data analytics."

I am an Industrial AI Engineer who understands Mechanical Systems and optimizes them using Data & AI technologies.

With a strong foundation in Mechanical Engineering, I deeply understand hardware principles. Through my service as a Software Engineer in the Air Force and my academic research, I have honed the skills to digitize physical systems. Beyond simple coding, I focus on solving critical industrial challenges such as Predictive Maintenance, Process Optimization, and Design Automation using Machine Learning.

My goal is to translate "physical problems" from the field into "data language" to create tangible value.

const luke = {
  name: "Hyungjin Lee (Luke)",
  role: "Machine Learning Engineer (Manufacturing/Robotics)",
  
  // โœ… Core Values: Convergence of Mechanics & AI
  coreValues: ["Physical AI", "Data-Driven Engineering", "Digital Twin"],
  
  background: {
    major: "Mechanical Engineering",
    experience: "Software Engineer (Ex-ROK Air Force)"
  },
  

  // Capable of Full-Stack Development for Visualization
  techStack: ["Python", "TensorFlow", "Fusion 360", "Next.js"] 
};

๐Ÿ’ผ Timeline

timeline
    title Engineering Journey
    2018-2022 : BS Mechanical Engineering<br/>(Dynamics & Mechanism Design)
    2020-2022 : Undergraduate Researcher @ CAE Lab<br/>(Autonomous Driving Sim & ROS)
    2022-202X : Software Engineer @ Air Force<br/>(Large-scale Resource Data Analysis)
    NOW : ๐Ÿš€ Industrial AI Engineer<br/>(Open for ML/Data Roles)

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๐Ÿ› ๏ธ Tech Stack

๐Ÿง  Industrial AI & Data Analysis (Primary)

Extracting insights from data.

โš™๏ธ Engineering & Simulation

Building digital twins and engineering environments.

๐Ÿ“Š Visualization & Dashboard

Visualizing engineering data on the web.


๐ŸŽฏ Featured Projects

Robot Simulation Tool

  • ๐ŸŽค Presented at Autodesk Webinar
  • ๐Ÿ”ง Fusion 360 API integration
  • ๐ŸŽฎ Unity & NVIDIA Omniverse compatible
  • ๐Ÿ“น Watch Demo

Fusion360 Python Unity URDF ROS

๐Ÿ›ก๏ธ Defense Robotics Competition

Robotic Arm & Vehicle Development

  • ๐Ÿ† National Defense Robotics Competition
  • ๐Ÿ”ฉ Full mechanical design in Fusion360
  • ๐Ÿค– ROS & Gazebo simulation
  • ๐Ÿ‘ฅ Founded & led club RO:AD

ROS Gazebo URDF Python

๐Ÿง  Robotic Arm Fault Diagnosis

ML-Based Fault Detection

  • ๐Ÿ† Grand Prize - Capstone Design
  • ๐Ÿ“Š Deep Learning for diagnostics
  • ๐ŸŽ“ Graduation Thesis Project
  • ๐Ÿ”ฌ Mechanical + AI integration

TensorFlow Machine Learning Python

๐Ÿš— Unity ML Autonomous Driving

Inter-City Self-Driving Simulation

  • ๐ŸŽฎ Unity ML-Agent environment
  • ๐Ÿš™ Autonomous vehicle simulation
  • ๐Ÿ“„ Conference paper (2nd author)
  • ๐Ÿ… Advanced to finals

Unity ML-Agent Deep Learning


๐Ÿ† Achievements

  • TensorFlow Developer Certificate (Google) - Deep Learning Capability
  • Autodesk Fusion 360 Webinar Speaker - CAD API Expertise
  • Grand Prize, Capstone Design Competition - Engineering Excellence
  • Engineer Information Processing - CS Fundamentals

๐Ÿ“ซ Let's Connect!

I am actively looking for opportunities as a Machine Learning / Data Engineer with a focus on Mechanical Domains. I am always open to discussing Smart Factory, Robotics AI, and Engineering Data Analysis.

"Engineering the Physical World with Digital Intelligence"

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  1. RO-AD/fusion2urdf_ros2cpp RO-AD/fusion2urdf_ros2cpp Public

    A Fusion 360 Script to export URDF for ROS2_C++

    Python 8 3

  2. fusion360_urdf_script fusion360_urdf_script Public

    Python 3

  3. fusion360_CenterOfMass fusion360_CenterOfMass Public

    This is a fusion 360 add-in that converts the origin to match the center of mass.

    Python 1