Open to work
Software Engineer
LUKE
Summary
I am a Software Engineer uniquely positioned at the intersection of Mechanical Engineering and Modern AI Technologies. Unlike traditional developers, I possess the domain expertise to understand physical engineering constraints and the software capabilities to solve them.
My journey began with a BS in Mechanical Engineering, where I recognized the gap between traditional CAE/CAD workflows and the potential of software automation. This led me to develop a specialized skill set in Python, Deep Learning, and Computational Geometry.
Currently, I am actively bridging this gap. From architecting a "Wartime Resource Analysis Model" that reduced logistics calculation time from months to minutes for the ROK Air Force, to developing 3D data annotation tools using Blender API at MakinaRocks, I focus on deploying software that creates tangible impact.
Work Experience
DATA MASTER
2025 - Present
MakinaRocks
Developing automated 3D data annotation tools using Python and Blender API to accelerate the creation of training datasets for industrial AI models.
Automated 3D data annotation pipelines with Python + Blender API
Accelerated dataset creation for industrial AI models
SOFTWARE ENGINEERING OFFICER
2022 - 2025
ROK Air Force
Served as a Software Engineering Officer. Architected and deployed the "Wartime Resource Analysis Program," automating critical logistics calculations and reducing processing time from months to minutes. Awarded by the Air Force Chief of Staff.
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)
UNDERGRADUATE RESEARCHER
2020 - 2022
Computer Aided Engineering Lab, Kyonggi University
Conducted research in computational mechanics. Developed a custom Fusion 360 plugin using Python API for automated URDF generation, bridging the gap between CAD data and simulation environments.
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)
SOFTWARE ENGINEER INTERN
2021
SD Solution
Contributed to engineering software solutions, gaining hands-on experience in professional development cycles and team collaboration.
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