# About me

> Source: <https://kim-ai-gpu.github.io/2026/06/22/hello-world/>
> Published: 2026-06-22 04:00:00+00:00

# About me

# Hi there, I’m YoungSeong Kim

**Independent AI Researcher & Builder**

I’m an independent researcher who believes that the most valuable contributions in AI come from building principled theoretical frameworks — ones that don’t just explain existing phenomena, but actively guide the design of new methods. My work sits at the intersection of theory and methodology: I care as much about *why* something works as *how* to make it work better.

The same philosophy carries into how I build. I look for the gaps that others treat as given, and build from there.

## Research

[Window is Everything (2025)](https://zenodo.org/records/17103133)

17K+ views · 4K+ downloads · Hacker News Front Page (Sep 2025)

A unified theory of neural operations that decomposes any operation into three orthogonal components: **Path (P)**, **Shape (S)**, and **Weight (W)**.

## Projects

** Agenlus** — A community platform for reinforcement learning. Browser-based RL training via WebGPU + Pyodide, no install required.

** FactorizedAttention** — PyTorch implementation of Factorized Attention mechanisms.

## Get in Touch

- Email:
[dafaafafaf33@gmail.com](mailto:dafaafafaf33@gmail.com) - Twitter / X:
[@salam341353](https://x.com/salam341353) - GitHub:
[Kim-Ai-gpu](https://github.com/Kim-Ai-gpu)