Hwan Heo
AI Research Engineer
Building production 3D AI systems at NC AI
About
Hwan Heo
AI Research Engineer
NC AI, South Korea
Hi, I'm Hwan Heo (허환), an AI Research Engineer working across 3D AI and graphics. By day, I build 3D worlds with AI; by night, I'm usually wandering through music, guitar, or random STEM rabbit holes. This site is where I collect the work, notes, and experiments behind that mix.
At NC AI, I lead research and engineering for the VARCO 3D team, developing production 3D AI systems across large-scale generative model training, inference optimization, and graphics algorithms. I hold both a B.S. and M.S. in Computer Science from Korea University, where I was advised by Professor Hyunwoo J. Kim. Previously, I was a Research Intern at NAVER AI Lab, mentored by Dr. Jin-Hwa Kim.
Resume
Download CVSummary
Hwan Heo | 허환
AI Research Engineer building production 3D AI systems across generative models, neural rendering, and graphics.
- AI Research Engineer at NC AI
- Research Personnel, Alternative Military Service
Education
M.S. in Computer Science & Engineering
2020 - 2022
MLV Lab, Korea University, Seoul
B.S. in Computer Science & Engineering
2015 - 2020
Korea University, Seoul
Experience
AI Research Engineer
2025 - Present
3D Generation, NC AI
- Leading VARCO 3D R&D across generative model training, inference optimization, graphics algorithms, and deployment.
AI Researcher
2023 - 2025
Neural Rendering & 3D Generation, NCSOFT Research
- Developed 3D generation and neural rendering systems spanning latent diffusion, texture synthesis, Gaussian Splatting, and neural avatars.
AI Researcher, Intern
2022
Generation Research, NAVER AI Lab
- Researched pose optimization for neural rendering.
Portfolio
Selected Works
- All
- Research
- Application
- Personal
Selected Publications
Invited Talks
Blogs
Technical notes on 3D AI, from theory to production:
generative models and large-scale training, neural rendering, graphics algorithms, and web-based 3D tools.
Featured Recent Posts
You can also find me on my Korean Blog,
or YouTube channel for sharing my original guitar play & arrangement (currently on a break).