projects

Selected research and engineering projects.

These projects reflect the parts of my work I enjoy most: systems that connect reasoning with action, efficient learning pipelines, and interactive environments that make agent behavior easier to study.

Samsung NNTrainer Contributions

Memory-efficient training features and optimizer support contributed to an open-source training framework.

ARC-AGI Solver

A fine-tuned and test-time-scaled solver for ARC-style reasoning tasks.

Minimal Deep Learning Framework

A PyTorch-like framework with define-by-run autograd and CuPy-based GPU support.

Perspective-Switching RPG in Unity

An experimental Unity game that switches fluidly between 2D and 3D interaction.