
Open to work
Full-Stack Developer
LUKE
Summary
I am a full stack web developer with a strong foundation in mechanical engineering and specialized expertise in AI/ML technologies. My journey began with a BS in Mechanical Engineering from Kyonggi University, where I developed a deep understanding of computational mechanics, thermodynamics, and dynamics. This technical foundation, combined with my passion for software development, has enabled me to create intelligent systems that bridge the gap between engineering principles and modern web technologies.
Currently serving as a Software Engineer in the Air Force, I leverage my skills in Python, C++, and web technologies to build robust applications. My expertise spans the full development stack—from frontend frameworks like React and Next.js to backend systems and cloud infrastructure with AWS. I specialize in integrating AI/ML capabilities into web applications, utilizing TensorFlow and PyTorch for deep learning and reinforcement learning solutions.
I am driven by a passion for solving complex problems through code and continuously expanding my technical skill set. Whether developing 3D simulations, implementing reinforcement learning algorithms for autonomous systems, or building scalable web applications, I approach each project with a commitment to clean code, innovative solutions, and user-centric design.
Work Experience
SOFTWARE ENGINEER (OFFICER)
Dec 2022 - Present
Republic of Korea Air Force
Developing and maintaining software systems for defense operations. Participated in U.S.-South Korea Joint military exercise and led multiple strategic development projects.
Selected Projects

Wartime Resource Analysis Program
Automated logistics calculation system for military supply requirement analysis during wartime operations
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Radar Detection Range Analysis
Detection range analysis program for air defense operations
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Wargame Simulation Automation
Python macro for automated target data input
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Genesis AI Military Application Research
Research on physics-based AI simulation for military reinforcement learning applications
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Air Force AI Education Program
Comprehensive AI education program for Air Force personnel covering reinforcement learning and modern AI tools
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Participated in U.S.-South Korea Joint military exercise
Calculated exhibition resource analysis (2023)
Won Air Force Chief of Staff Award (Grand Prize) at 6th Air Force Hackathon (2024)
SOFTWARE ENGINEER (INTERN)
Jan 2021 - Feb 2021
SD Solution
Applied machine learning to semiconductor manufacturing processes, improving operational efficiency.
STUDENT RESEARCHER & TEAM LEAD
Jan 2019 - Aug 2022
Kyonggi University
Conducted research in robotics, deep learning, and computational engineering while actively participating in various engineering clubs and competitions. Presented at Autodesk Webinar and led multiple award-winning projects.
Selected Projects

Fusion 360 URDF Generation
Robot simulation tool expansion using Fusion 360 API
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National Defense Robotics Competition
Robotic arm and vehicle development with ROS integration
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Automated Vehicle Accident Reporting
Vehicle accident reporting system using FLEX pressure sensors
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F-ARM: Fault Diagnosis for Robotic Arm
Deep learning-based fault diagnosis system for robotic arm anomaly detection using sensor data analysis
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Unity ML-Agents: Autonomous Systems Research
Reinforcement learning research projects for autonomous drone delivery and crossroad vehicle navigation
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University Self-Built Car Competition
Formula car engine overhaul and torsional stiffness analysis
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Presented at Autodesk Webinar on Robot Simulation Tool expansion (Aug 2022)
Undergraduate Researcher at Computer Aided Engineering Lab - Won Grand Prize in Capstone Design (2020-2022)
Team Member & Project Lead at Club RO:AD - National Defense Robotics Competition (2021-2022)
Team Lead at KURC - Won Acceleration Prize at Self-Made Car Competition (2019)
Skills & Tools
Python
JavaScript/TypeScript
Golang
PyTorch
Deep Learning
React
Unity

AWS

Git

Docker
Figma

Fusion 360

Blender
Languages
Korean
English
Education & Certificates
Kyonggi University
Bachelor of Engineering in Mechanical Engineering — 2022
NVIDIA DLI Certification for Basic Deep Learning
2022
TensorFlow Developer Certificate
2021
Engineer Information Processing
2021
Craftsman 3D Printer Operation
2020