Statistics & Machine Learning

Jungmook
Kang.

M.S. student in Statistics
at Seoul National University.

Exploring machine learning and high-dimensional data analysis. Building AI applications and documenting what I learn.

Explore projects Curriculum vitae
Jungmook Kang's Profile Picture
강정묵Seoul, South Korea

01 / Selected work

Ideas into practice.

All projects
Generative AI

DeunDeunAI

AI for transforming ideas into profitable Shorts.

Nov 2025 · View project Retrieval · Agents

YbigtaSearchAgent

Search across meeting minutes and internal documents.

Aug 2025 · View project Applied AI

Legent

An AI agent for traffic accident legal analysis.

Jun 2025 · View project

02 / Research notes

Learning, in public.

All writing
01

Diffusion Model and Its Applications

StatLet seminar 09/04

02

TimeFormer: Capturing Temporal Relationships of Deformable 3D Gaussians for Robust Reconstruction

YBIGTA 12/01 DS Session Presentation

03

Flamingo: a Visual Language Model for Few-Shot Learning

YBIGTA DS Session 11/25 Presentation

04

Diffusion Models: From VAEs to DDPM Derivation

A presentation I gave at a YBIGTA. Mathematical derivation of DGM