Chanjoong Kim

"Everything else is just for efficiency." — Karpathy's microgpt benchmarked across scalar autograd, NumPy, and PyTorch (RTX 5080)

XML protocol framework + 16-entry false-positive catalog for Claude Code. Stops AI from refactoring intentional code via PreToolUse hooks, tool-scoped subagents, and path-scoped rules.

Deep Learning Parameter Calculator & AI Architecture Advisor — Calculate parameters, FLOPs, and memory for 14+ layer types. AI-powered architecture generation via RAG pipeline. PyTorch/TensorFlow/JAX code gen.

From-scratch PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer" (ICLR 2022) with FP16, INT8, and INT4 post-training quantization

AI career agent — resume building, ATS analysis, job matching & cover letter writing in one conversation | 2026 Global PBL 1st Hackathon, Irvine CA