Hyunseok Jung (poeun)
Graduate studnet at AJOU University
I am an Big-Data Engineer 🧨 and AI Enthusiast 🔅
Github Pages : ingu627.github.io
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Ajou University Mar. 2015 ~ Aug. 2021 Department of Industrial Engineering Double major in Industrial Engineering and Psychology Suwon, Korea |
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Ajou University Mar. 2022 ~ Present Department of Artificial Intelligence Major in Artificial Intelligence Advisor: Sangyoon Oh Master Student Suwon, Korea |
Research Interests
- Large Scale Graph Processing
- Big Data Processing
- Distributed Deep Learning
- MLOps
Research Experience
Ajou University
- Undergraduate Student | Advisor: Junsoon Jang, Ph.D. March 2021 ~ June 2021
- Predicting the remaining life of bearings through PHM(Prognostics and Health Management)
- FPT was derived using LSTM algorithm using bearing vibration information of NASA FEMTO Bearing Data. After that, the time of failure was predicted using the EM model.
- Graduate Student | Advisor: Sangyoon Oh, Ph.D. March 2022 ~ April 2022
- Resolving Data Drift in Disaster Response Model using MLOps based Adaptation
Multicampus
- Student | June 2021 ~ September 2021
- TOEIC score prediction using Riiid data
- After finding data in kaggle competition and proceed with preprocessing after EDA work. And calculate the f1-score using the logistic regression analysis.
- Sentiment analysis after natural language processing of news from each country on the corona vaccine
- Creating a chatbot using seq2seq2 model
Certificates
National Technical Qualitifcation
| Full name | Date | Name |
|---|---|---|
| Big-Data Analysis Engineer | 2021.12 | 빅데이터분석기사 |
| Engineer Quality Management | 2021.06 | 품질경영기사 |
| Survey Analyst, Junior | 2020.11 | 사회조사분석사 2급 |
| Korean History Proficiency Test | 2020.08 | 한국사능력검정시험 2급 |
Accredited Private Qualification
| Full name | Date | Name |
|---|---|---|
| Advanced Data Analytics Semi-Professional | 2021.06 | ADsP |
| Structured Query Language Developer | 2021.10 | SQLD |
| 6-SIGMA Green Belt | 2021.02 | 6시그마 GB |
Private Qualification
| Full name | Date | Name |
|---|---|---|
| Artificial Intelligence of Things | 2021.01 | AIoT |
| Data Scientist Academic Certification Expert | 2021.01 | DSAC 2급 |
International Qualification
| Full name | Date | Name |
|---|---|---|
| Azure AI Fundamentals | 2021.12 | AI-900 |
| Azure Fundamentals | 2022.01 | AZ-900 |
| Azure Data Fundamentals | 2022.03 | AD-900 |
| Google Analytics Individual Qualification | 2021.09 | GAIQ |
Skills
| Python | ⭐⭐⭐⭐ | Leadership | ⭐⭐⭐⭐ | Linux | ⭐⭐⭐ |
| Scala | ⭐⭐ | Communication | ⭐⭐⭐ | ||
| Java | ⭐⭐ | Management | ⭐⭐⭐ | ||
| R | ⭐⭐⭐ | ||||
| Excel | ⭐⭐⭐ | ||||
| SQL | ⭐⭐⭐ |