Hi there! I'm a physicist and AI developer with an M.S. in High Energy Physics, specializing in accelerator physics and particle(neutrino) physics. Currently on leave from my PhD program to gain hands-on industry experience, focusing on Physical AI research that bridges fundamental physics with robotics and deep learning systems. I can speak Korean 🇰🇷, Japanese 🇯🇵, and English 🇺🇸. Feel free to contact me! 📫

• R&D across diverse fields: Particle physics laboratories → Generative AI companies → AI-based atmospheric simulation → Korea Atomic Energy Research Institute (AI Application Research Lab)
• 5+ years in generative AI model development and fine-tuning
• Beam diagnostics and hardware/FPGA development experience
• Robotics development with Unitree robots for Physical AI applications

• Unitree Robot Development Experience
  • Go2 Quadruped Robot: 4-legged walking robot development and control
  • D1-550 Robot Arm: 6-axis robotic arm development and manipulation tasks
  • Integration of physics-based models with robotic control systems
• Physical AI Research - Bridging theoretical physics with embodied AI

• C/C++ for analysis tools, simulation, ROOT(CERN), Unreal Engine game development, robotics, etc.
• Python for ML/DL research, system development, robotics control, Blender scripting, analysis, etc.
• Fortran for scientific computing and simulation
• What I'm studying...
  • CUDA for GPU acceleration
  • Rust, Go for hobby projects
  • Haskell, Erlang for functional programming study

• Diffusion Models (5+ years experience)
  • Stable Diffusion, Diffusion Transformer development
  • Fine-tuning OSS models and pipeline development
  • Conditional U-Net architectures for various tasks
  • Production-ready generative AI systems
• Physical AI Research - Current focus area
• Deep Learning frameworks and model optimization

• Ab initio calculation for materials science
  • DFT calculation (GPAW, ASE, Quantum Espresso)
  • MD simulation (LAMMPS)
• Beam dynamics and beam instabilities analysis
• 3D modeling with Blender

• Xilinx low-level development with Vivado (Verilog-HDL, SystemVerilog)
• Xilinx high-level synthesis with Vitis HLS (C/C++)
• ADC interface development, Microblaze software, etc.
• Beam monitor systems and diagnostics hardware
• Robotics hardware integration and control systems