AI Research Engineer @ SimPlatform · Seoul, South Korea 🇰🇷
Interpretable anomaly detection · spatiotemporal modeling · multimodal time-series
- 🔬 AI Research Engineer at SimPlatform — machine learning for heterogeneous time-series in medical and manufacturing systems
- 📄 NeurIPS 2025 (Poster) — OracleAD, interpretable unsupervised anomaly detection via structured temporal causality
- 🏅 Minister's Commendation, Ministry of Science and ICT (Republic of Korea) — for the Korea National Team AI coaching system
- 📜 Patent filed — spatiotemporal multimodal fusion, application
10-2024-0193561 - 🎓 M.S. Artificial Intelligence, University of Michigan (High Distinction, 2024 Honor Scholar) · B.S. Computer Engineering, UIUC
- 🧑🏫 Taught Senior Design I/II and Complexity Theory at Michigan–Dearborn
- 💬 Ask me about time-series anomaly detection, causal representation learning, or medical imaging
debugging /ˌdēˈbəɡiNG/ (noun) — the classic mystery game where the detective, the victim, and the murderer are the same.
| Year | Venue | Work |
|---|---|---|
| 2025 | NeurIPS (Poster) |
Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection — OracleAD: causal embeddings, stable latent structures, dual scoring. SOTA across multiple real-world datasets. |
| 2024 | gDigiHealth.KEE |
ENACT-Heart: Ensemble-Based Assessment Using CNN and Transformer on Heart Sounds — ViT–CNN Mixture-of-Experts, beating single-model baselines. |
| 2023 | ACIT |
A Novel Retinal Image Contrast Enhancement: Fuzzy-Based Method — hybrid FCE–CLAHE preprocessing, outperforming HE, CLAHE, and FCE individually. |
| 2023 | M.S. Thesis |
Fuzzy Inference System for Simulating Ophthalmologists in the Diagnosis of Diabetic Retinopathy — validated on FGADR and APTOS. |
| Project | What it is |
|---|---|
| 🏸 AI Coaching System Korea National Team · closed source |
Lead architect of a Python coaching package for badminton and para-badminton: full match analysis, player performance tracking, shuttlecock trajectory estimation. 🏅 Minister's Commendation. |
| 🐍 reliable-python | Codex and Claude Code plugin enforcing NASA/JPL Power of Ten guardrails plus code-smell review. |
| 🥩 Carcass Evaluation (KAPE) closed source |
Computer-vision module for prototype grading equipment — infers carcass curvature and cross-sectional area from projected-light geometry. |
| 🔥 PyTorch-Microstep | A micro-step learning path for PyTorch: every step pairs an explanatory notebook with a clean script. |
| 📚 Modern-AI-Glossary | A working glossary of contemporary AI terminology. |
