Hello! This is Nate. I have established this blog to share practical knowledge, technical insights, and lessons learned through my work with peers and fellow engineers.
Since 2026, I have been working at Dabeeo InC as a Technical Lead (Assistant Team Lead) in Research Center Lab 2, where I lead a team of four engineers while driving 3D reconstruction research and designing end-to-end development pipelines that translate research outcomes into production-ready products.
Previously, I worked as a Machine Learning Engineer at the Transformation Engine Cell in Dabeeo InC, and as a Machine Learning Engineer Intern in Hyperconnect AI Lab.
I hold a master’s degree in the department of Electrical & Electronic Engineering from Dongguk University, received in 2021.
Through this blog, I aim to document not only what works, but why it works—especially in complex areas such as 3D reconstruction, large-scale vision pipelines, and research-to-product execution.
For more information, please contact me via email or LinkedIn.

About this blog

DOTP (Dump Of The Probing) is a personal technical blog. Posts focus on:

  • Machine Learning
  • Computer Vision
  • 3D Reconstruction
  • Remote Sensing
  • 3D Gaussian Splatting
  • Engineering notes from research-to-production work

Most posts are paper reviews, implementation notes, or write-ups of issues encountered while shipping ML systems. Occasional shorter essays cover working habits and engineering culture.

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