HI! I am Dae-Hyun Kim.
| Period | Institution | Details |
|---|---|---|
| 2018.03 - 2025.02 | Chungbuk National University | Dept. of Information and Communication Engineering |
| 2024.07 - 2024.08 | MSIS-LAB | Deep Learning Seminar |
| 2024.09 - 2025.02 | KT AIVLE School 6th | AI Developer Track |
| Project Name | Description | Tech Stack | Links |
|---|---|---|---|
| 🧭 KOTS (Korea Online Terms Service) | An AI-powered terms and conditions analysis solution that helps review complex legal documents quickly and easily. | Python, FastAPI, MySQL |
Repository |
| 🏋️♀️ LLM-based 5/3/1 Workout Routine Recommendation System | - | Python, gemma, FastAPI, pandas, scikit-learn |
Repository |
| 📝 Translate-app | A web service for translating AI research papers. | Python, FastAPI, Docker, MySQL |
Repository |
🟢:
Open / In Progress| 🟣:Merged / Done| 🔴:Closed
| Description | issues | pull requests |
|---|---|---|
[Refactor] Implement a CoreGraph class according to the design discussion. |
🟢#2383 |
🟢#2402 🔴#2450 |
[Feat] Implement a _GraphAlgorithmMixin class based on the paper(e.g. M-separation) |
🟢#2384 |
🟢#2487 |
[Refactor] Refactor all graph classes on pmgpy to using the _CoreGraph. |
🟢#2385 | 🟢#2440 |
[ENH] Optimize BIFReader performance for large models.- 47.28% improvement compared to the previous version. |
🟣#2461 | 🟣#2490 |
❗View All Works (Click Here!)
| Description | issues | pull requests |
|---|---|---|
[Feat] Feature development and debugging for DAG, PDAG, and ADMG classes. |
🟣#2278 🟣#2279 🟣#2280 |
🟣#2284 🟣#2287 🟣#2294 🟣#2297 🟣#2308 |
| [ENH] Move latents attribute to variable roles. [Bug] Resolution of an error related to the node role in the Graph class |
🔴#2303 🔴#2304 🔴#2305 🔴#2306 🔴#2307 🟣#2322 |
🔴#2310 🔴#2315 🟣#2338 🟣#2365 |
[Feat] Implement the add_directed_edges and add_undirected_edges methods of the PDAG class. |
🔴#2311 | 🔴#2312 |
[Refactor] Implement a CoreGraph class according to the design discussion. |
🟣#2330 🟢#2376 🟢#2383 |
🔴#2392 🟢#2402 🔴#2450 |
[Feat] Implement a _GraphAlgorithmMixin class based on the paper(e.g. M-separation) |
🟢#2384 |
🟢#2487 |
[Refactor] Refactor all graph classes on pmgpy to using the _CoreGraph. |
🟢#2385 | 🟢#2440 |
| [etc] Issue creation or code improvement suggestion. | 🟣#2349 🔴#2379 🔴#2456 |
🟣#2381 🟢#2400 |
| [etc] CI/CD | 🔴#2449 🟣#2451 |
🟣#2428 🔴#2437 🟣#2452 🟣#2535 |
| [etc] UI/UX | 🟣#2415 | 🟣#2417 |
[ENH] Optimize BIFReader performance for large models.- 47.28% improvement compared to the previous version. |
🟣#2461 | 🟣#2490 |
| Description | issues | pull requests |
|---|---|---|
| Extend ONNX FE with Col2Im operator | 🟢#30144 | 🟢#33386 |
[Bug]: Fix missing dynamic handling for output_shape in Col2Im::executeDynamicImpl |
🟣#33472 | 🟣#33473 |
❗View All Works (Click Here!)
| Description | issues | pull requests |
|---|---|---|
| Extend ONNX FE with Col2Im operator | 🟢#30144 | 🟢#33386 |
[Bug]: Fix missing dynamic handling for output_shape in Col2Im::executeDynamicImpl |
🟣#33472 | 🟣#33473 |
- Led a 3-week project session on building a self-introduction CLI.
| Certificate | Issuing Organization | Date |
|---|---|---|
| AICE Associate | AICE | 2025.01 |