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best-of-ml-python's Introduction

CV

  • Main Field of Study

    • Analysis of Financial Data

    • Anomaly Detection in Finance

    • Management investment portfolio

  • Level of Education

    • [UNIST] Master's Course of Business Analysis (2023.02 ~)

    • [Ulsan of University] Bachelor of Business Administration in Management (GPA : 4.07/4.5)

    • [Ulsan of University] micro-specialized-major : Basic of Public β€’ Welfare Business Administration

  • Scholarship

    • [UNIST] μœ΅ν•©κ²½μ˜λŒ€ν•™μ›μž₯ν•™κΈˆ (2023-1, 2023-2)

    • [(재) Chungsoo Scholarship Foundation] μ •μˆ˜μž₯ν•™νšŒμž₯ν•™ (Sophomore ~ Senior)

    • [Ulsan of University] μ„±μ μš°μˆ˜μ—­λŸ‰κ°•ν™”μž₯ν•™ (Freshman - Second Semester)

  • Award

  • Experiences

    • [UNIST] AICP: 신경망 λͺ¨ν˜•μ„ ν™œμš©ν•œ 투자 포트폴리였 개발 (2023.04.01 ~ 2023.12.31)

    • [반μž₯, 우수 κ΅μœ‘μƒ] μ•ŒνŒŒμ½” λ”₯λŸ¬λ‹ 개발 λΆ€νŠΈ μΊ ν”„ 2κΈ° (2022.03.07 ~ 2022.09.06)

    • DSAC μ „λ¬Έκ΅μœ‘ν›ˆλ ¨κ³Όμ • 수료 (2021.09.13 ~ 2021.10.08)

    • [μ˜€ν”ˆ 캠퍼슀] ν•œκ΅­μ‚°μ—…μΈλ ₯곡단 (2021.08.25 ~ 2021.08.31)

    • [μšΈμ‚°λŒ€ν•™κ΅ κ²½μ˜λŒ€ν•™ κ²½μ˜ν•™λΆ€] μ‹œμž₯뢄석 μ „λ¬Έκ°€ μ–‘μ„± 산학연계 κ³Όμ • 수료 (2020)

    • [μ²΄ν—˜ν˜• 인턴] ν•œκ΅­μ„μœ κ³΅μ‚¬ κΈ°νšμ˜ˆμ‚°μ²˜ (2020.06.29 ~ 2020.07.24)

  • Tech Stack




Study Log

Skill Content
Steck R / MySQL / Pytorch / Hugging Face / Flask / HTML & CSS
Domain Quant / Statistics / NLP / Time Series / Audio
etc Algorithm / Web Crawling / Unsupervised Learning

Works

  • If you want My Significant Works, Please check pinned repositories

2024

Project Month Skill
[DACON] AI hackathon on customer loan grading
(Classification in Loan Grade)
Jan XGBoost, Derived Variable

2023

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

2022

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 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

My goal in studying


스크란샷 2023-02-27 01 02 01

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