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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 β’ Welfare Business Administration
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[UNIST] μ΅ν©κ²½μλνμμ₯νκΈ (2023-1, 2023-2)
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[(μ¬) Chungsoo Scholarship Foundation] μ μμ₯ννμ₯ν (Sophomore ~ Senior)
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[Ulsan of University] μ±μ μ°μμλκ°νμ₯ν (Freshman - Second Semester)
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- [(μ¬) Ulsan Research Institute] μ 12ν λν(μ)μ λ Όλ¬Έ νμ 곡λͺ¨μ μ₯λ €μ (2020.11.10)
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[UNIST] AICP: μ κ²½λ§ λͺ¨νμ νμ©ν ν¬μ ν¬νΈν΄λ¦¬μ€ κ°λ° (2023.04.01 ~ 2023.12.31)
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[λ°μ₯, μ°μ κ΅μ‘μ] μνμ½ λ₯λ¬λ κ°λ° λΆνΈ μΊ ν 2κΈ° (2022.03.07 ~ 2022.09.06)
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DSAC μ λ¬Έκ΅μ‘νλ ¨κ³Όμ μλ£ (2021.09.13 ~ 2021.10.08)
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[μ€ν μΊ νΌμ€] νκ΅μ°μ μΈλ ₯κ³΅λ¨ (2021.08.25 ~ 2021.08.31)
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[μΈμ°λνκ΅ κ²½μλν κ²½μνλΆ] μμ₯λΆμ μ λ¬Έκ° μμ± μ°νμ°κ³ κ³Όμ μλ£ (2020)
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[체νν μΈν΄] νκ΅μμ κ³΅μ¬ κΈ°νμμ°μ² (2020.06.29 ~ 2020.07.24)
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Skill | Content |
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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 |
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[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 |
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[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 β’ 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 |