Jin-Hyeong Park

Graphics-Oriented ML Engineer | Research Engineer (Game Production)

I work on machine learning problems related to computer graphics, with a growing focus on learning-based 3D scene representations.
I’m particularly interested in making neural rendering systems more physically grounded, interpretable, and usable in real production environments.

🎯 Research Interests

I’m currently interested in problems at the intersection of ML and graphics, including:

• Learning-based Inverse Rendering
• Neural Scene Representations with Physical Structure
• Controllable 3D Reconstruction and Appearance Editing

🧭 Background

• AI Research Engineer @ NEOWIZ
  Working on ML systems supporting game development, including 3D assets, audio, and content-related tooling.

• M.S. in Computer Science
  Research background in machine learning, optimization, and signal processing.

🛠️ Technical Areas

• Programming: Python・C++・CUDA
• Framework/Tools: PyTorch・DirectX 11・Docker・Vue
• Software: Blender・Unreal Engine・COLMAP・ComfyUI・Git・MATLAB

🌐 Links