Projects
Open source contributions and personal projects.
paper-figure
Editable PowerPoint research figures for Codex, Claude and Antigravity CLI. Visual drafting, native diagrams and paper-scale review.
svg-agentic-slm
An agentic pipeline utilizing Small Language Models (SLMs) to generate, validate, and refine Scalable Vector Graphics (SVG) from natural language descriptions
llm-theory-seminar
LLM theory seminar materials from KAIST Include AI, covering optimization, Transformers, in-context learning, reasoning, and generalization.
geodesic-momentum-dlm-sampling
Inference-time Fisher–Rao extrapolation for accelerating low-step sampling in pretrained MDLM and SEDD models.
pic-to-poem
PicToPoem is an AI-powered web application that analyzes your uploaded images and recommends a fitting passage from a literary work.
meta-fusion-trader
automate stock trading using python and Open API
neural-image-recovery-via-diffusion
Solving Non-differentiable Spiking Inverse Problems via Diffusion Posterior Sampling (DPS) and Differentiable Proxy Learning
gestaltzerfall-llm
Computational phenomenology study of semantic satiation in neural networks. Comparing how GPT-2, BERT, and Mamba handle extreme repetition reveals causal models drift into hallucination while bidirectional models stay stable—suggesting attention directionality preserves semantic identity.