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maple5795/README.md


Typing SVG

Hi! ๐Ÿค— My name is Youngwoo Seo, and Iโ€™m currently searching for a data analyst/data scientist position.

I am particularly interested in researching data using time-series and recommendation system based on bayesian method.

Feel free to reach out for a coffee chat! โ˜•โ˜•



About Me

OBJECTIVE

Data Analyst, Data Scientist

EDUCATION

Bachelor Degree of Statistics (03/2017 ~ 02/2025, Expected) (University of Seoul, Seoul)

ADDITIONAL SKILLS

LEARNING EXPERIENCES

  • BITamin 13th(2024.01 ~ 2025.02, Expected)

    ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์—ฐํ•ฉ ๋™์•„๋ฆฌ

    ๋จธ์‹ ๋Ÿฌ๋‹, ๋”ฅ๋Ÿฌ๋‹ ์Šคํ„ฐ๋”” ๋ฐ ํ”„๋กœ์ ํŠธ ์ง„ํ–‰

    • Project - Recommendation System (2024.07 ~ 2024.08)

      ์˜ํ™” ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•œ ๋„์„œ ๋งˆ๋‹ˆ์•„ ๊ธฐ๋ฐ˜ ์ถ”์ฒœ์‹œ์Šคํ…œ

      A book recommendation system using Graph Neural Network (GNN) based on movie data

      • ๋„์„œ๊ด€ ์ •๋ณด๋‚˜๋ฃจ api ๋ฐ์ดํ„ฐ(์ธ๊ธฐ๋Œ€์ถœ๋„์„œ,๋„์„œ๋ณ„ ์ด์šฉ ๋ถ„์„, ๋งˆ๋‹ˆ์•„๋ฅผ ์œ„ํ•œ ์ถ”์ฒœ๋„์„œ)

      • 2000 ์—ฌ๊ถŒ์˜'์•Œ๋ผ๋”˜' ๋„์„œ ํ‰์  ๋ฐ์ดํ„ฐ

      • '๋„ค์ด๋ฒ„ ์˜ํ™”' ์˜ํ™” ์ œ๋ชฉ, ํ‰์ , ์ค„๊ฑฐ๋ฆฌ๋ฅผ ํฌํ•จํ•œ ๋ฐ์ดํ„ฐ

    • Project - Regression Analysis (2024.03 ~ 2024.06)

      ๊ฐ•ํ™”ํ•™์Šต์„ ์ด์šฉํ•œ ์‹œ์Šคํ…œ ํŠธ๋ ˆ์ด๋”ฉ ์ˆ˜์ต ๊ทน๋Œ€ํ™”

      Maximizing profits in systematic trading using Reinforcement Learning(A2C Algorithm) & Time-Series Forecasting(Dlinear)

      • Finance Data Reader 2017๋…„๋ถ€ํ„ฐ์˜ ๊ตญ๋‚ด ์ฃผ๊ฐ€ ๋ฐ์ดํ„ฐ

      • ๋Œ€์‹ ์ฆ๊ถŒ API Creon์˜ ๋ถ„๋ด‰ ๋ฐ์ดํ„ฐ

  • SK AI DATA ACADEMY 1๊ธฐ (2024.07 ~ 2024.08)

    SK ํ˜„์—… ํ”„๋กœ์ ํŠธ ๊ธฐ๋ฐ˜ ์‹ค์Šต

    • Project - CCTV ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ๊ฐœ๋ฐœ

      ํ•ฉ์„ฑ๊ณฑ ์‹ ๊ฒฝ๋ง์„ ์ด์šฉํ•œ ์ด๋ฏธ์ง€ ์œ ์‚ฌ๋„ ์ง„๋‹จ

      Diagnosing image similarity using convolutional neural networks

    • Project - ์ฒญ๊ฐ์žฅ์• ์ธ์„ ์œ„ํ•œ ์†Œ๋ฆฌ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ๊ฐœ๋ฐœ

      Opensmile ํŒจํ‚ค์ง€๋ฅผ ํ™œ์šฉํ•œ Transformer ๊ธฐ๋ฐ˜ ์˜ค๋””์˜ค ๋ฐ์ดํ„ฐ ๋ถ„๋ฅ˜

      Audio data classification using a Transformer model with the OpenSmile package

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