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Analysis of Financial Data
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Anomaly Detection in Finance
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Management investment portfolio
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[UNIST] Master's Course of Business Analysis (2023.02 ~)
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[Ulsan of University] Bachelor of Business Administration in Management (GPA : 4.07/4.5)
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[Ulsan of University] micro-specialized-major : Basic of Public • Welfare Business Administration
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[UNIST] 융합경영대학원장학금 (2023-1, 2023-2)
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[(재) Chungsoo Scholarship Foundation] 정수장학회장학 (Sophomore ~ Senior)
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[Ulsan of University] 성적우수역량강화장학 (Freshman - Second Semester)
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- [(재) Ulsan Research Institute] 제12회 대학(원)생 논문 현상 공모전 장려상 (2020.11.10)
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[UNIST] AICP: 신경망 모형을 활용한 투자 포트폴리오 개발 (2023.04.01 ~ 2023.12.31)
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[반장, 우수 교육생] 알파코 딥러닝 개발 부트 캠프 2기 (2022.03.07 ~ 2022.09.06)
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DSAC 전문교육훈련과정 수료 (2021.09.13 ~ 2021.10.08)
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[오픈 캠퍼스] 한국산업인력공단 (2021.08.25 ~ 2021.08.31)
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[울산대학교 경영대학 경영학부] 시장분석 전문가 양성 산학연계 과정 수료 (2020)
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[체험형 인턴] 한국석유공사 기획예산처 (2020.06.29 ~ 2020.07.24)
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| Skill | Content |
|---|---|
| Steck | R / MySQL / Pytorch / Hugging Face / Flask / HTML & CSS |
| Domain | Quant / Statistics / NLP / Time Series / Audio |
| etc | Algorithm / Web Crawling / Unsupervised Learning |
If you want My Significant Works, Please check pinned repositories
| Project | Month | Skill |
|---|---|---|
| [DACON] AI hackathon on customer loan grading (Classification in Loan Grade) |
Jan | XGBoost, Derived Variable |
| Project | Month | Skill |
|---|---|---|
| [UNIST] Halloween Effect in KOSPI 200 (Time Series Analysis in KOSPI 200) |
Dec | Normality Test, Unit-root Test, ACF & PACF, t-Test, Linear Regression Analysis |
| [AICP] Portfolio Strategy Development using Neural Networks (Momentum Portfolio with Neural Networks) |
Apr ~ Dec | PCA, Local-Outlier-Factor, Isolation-Forest, Auto-Encoder, VAE, Deep-SVDD |
| [DACON] 4th DACrew supporters (Anomaly Detection in Credit Card) |
Feb | pyod, Isolate-Forest, Elliptic-Envelope, Auto-Encoder, Sparse-PCA, Sparse-Random-Projection, Fast-ICA |
| [DACON] Breakdown in Machine (Anomaly Detection in Audio) |
Jan | librosa, SparsePCA, RobustScaler, LOF |
| Project | Month | Skill | Project | Month | Skill |
|---|---|---|---|---|---|
| [Kaggle] Scrabble Player Rating | Dec | LGBM, Optuna, GroupKFold | Chat Bot | Jun | Transformer, BERT |
| [Dacon] JeJu Traffic | Oct | Catboost, Optuna, Stacking Ensemble | Pneumonia Detection | May | YOLO V3 • V4 |
| Chat Bot | Jul | Poly Encoder | Mask Detection | May | Resnet50, Fine Tuning |
| Text Summarization | Jun | KoBART, Easy Data Augmentation(EDA) | Laundry Detergent Review | May | Logistic, XGB, RandomForest, Crawling |
| Text Classification | Jun | BERT, ROBERT, Back Translation | Best Seller | Apr | RandomForest, Crawling, EDA |
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