Hi! I'm Hyona, an aspiring ML engineer who loves discovering meaningful insights from data. I enjoy designing intuitive user experiences and especially care about projects that create social value. From anomaly detection to senior-friendly apps, I'm always excited to learn, grow, and take on new challenges! π§ π
| Project | Description |
|---|---|
| π©Ί Breast Cancer Survival Prediction | ML model using SVM + SHAP to predict survival of breast cancer patients (SEER dataset). |
| π§ Industrial Fault Detection | Isolation Forest + SHAP + FFT on Hitachi MIMII fan sound data. Score: 0.9992 |
| π΅ SilverTouch App | Flutter app for elderly care: step tracking, alerts, Firebase integration. |
| π¨ Photoshop-like Tool | Real-time image filters (mosaic, cartoon, sketch) with OpenCV & Dlib. |
Project Description π©Ί Breast Cancer Survival Prediction Built an ML model using SVM + SHAP to predict survival of breast cancer patients based on SEER dataset. π§ Industrial Fault Detection Used Isolation Forest + SHAP + FFT to detect anomalies in Hitachi MIMII fan sound data. Achieved 0.9992 score. π΅ SilverTouch App Flutter app designed to monitor elderly daily activity & provide emergency features via Firebase and voice alerts. π· Photoshop-like Tool Implemented real-time filters (mosaic, sketch, cartoon) using OpenCV and Dlib facial landmarks in Python. π GitHub Stats
- π§ kim-hyona@github
- π My GitHub Profile
- π‘ I talk to my ML models when debugging. They donβt reply (yet).
- π§ Milk tea > Coffee. But Iβll still drink both while coding.
- π€ My favorite key is backspace β because progress comes from editing!
β¨ Thanks for stopping by! Letβs build something amazing together. β¨