Hwan Heo


AI Research Engineer

Building production 3D AI systems at NC AI

Research · Projects · Notes

About

Portrait of Hwan Heo

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.

Summary

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).

      Hwan Heo · 3D AI