Hi, I'm Hoon Park. I am a data analyst/scientist interested in solving business problems using various AI methodologies, such as deep learning, machine learning, and data mining.
πΌ Projects
| Project | Institution | Duration |
|---|---|---|
| NIPA-Google ML Bootcamp Collaborative Practical Project | Korea Software Industry Association (KOSA) | Nov 2024 - Dec 2024 |
| Squid Game Chatbot Enhanced with Gemma Fine-Tuning | Google Bootcamp (GDG) | Aug 2024 - Oct 2024 |
| Smart Tourism Platform Development with Meta-Path Embedding Recommendation System | Ministry of SMEs and Startups (MSS, Korea) | May 2022 - May 2023 |
| AI-based Cloud Service (AlaaS) Technology for Anomaly Pattern Detection in Multi-data Streams | Ministry of Education | Oct 2022 - Jan 2023 |
| Survey Recommender | Knowledge Engineering Lab, Chung-Ang University | June 2022 - July 2022 |
| Metainformation-Based Latent Knowledge Extraction for Perfume Recommendations (MYFUME) | Soonchunhyang University | May 2020 - May 2021 |
| Health Checkup Guide | Industry-university cooperation foundation, Soonchunhyang University | Aug 2017 - Dec 2017 |
| Pictogram | GameMakers [Unity Certified Club] | Aug 2017 - Dec 2017 |
π Publications
| Title | Journal | Link |
|---|---|---|
| HeteLFX: Heterogeneous Recommendation with Latent Feature Extraction | Electronic Commerce Research and Applications | π |
| Latent Mutual Feature Extraction for Cross-domain Recommendation | Knowledge and Information Systems | π |
π Patents
| Title | Date | Status | Link |
|---|---|---|---|
| Methods and devices for item recommendation using cross-domain information extraction | 12/2023 | Submitted | |
| APPARATUS, METHOD AND SYSTEM FOR CUSTOMIZED TRACK RECOMMENDATION | 10/2024 | KR 1020240156698 | π |
| Smart cradle | 04/2023 | KR 1025189290000 | π |
| Lost and found system | 12/2019 | KR 1020587950000 | π |
π Awards
| Award | Organization | Date | LeaderBoard |
|---|---|---|---|
| Binary Classification of Insurance Cross Selling (Playground Series S4E7) Top 1% | Kaggle | Aug 2024 | π |
| LLM 20 Questions, Silver Medal | Kaggle | Sep 2024 | π |
| Rohlik Orders Forecasting Challenge (Use historical data to predict customer orders) Top 7% | Kaggle | Dec 2024 | π |
| Inclusionγ»The Global Multimedia Deepfake Detection Top 10% | Kaggle | Aug 2024 | π |
| Binary Prediction of Poisonous Mushrooms Top 10% | Kaggle | Aug 2024 | π |
| Loan Approval Prediction Top 2% | Kaggle | Nov 2024 | π |
Feel free to explore my repositories and connect with me!