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thdfydgh/README.md

Yongho Song

About me


  • B.S. in Industrial Information System Engineering, Seoul National University Science & Technology

  • Current working in Center for climate and carbon cycle research, KIST

Research Interest


  • Deep Learning-based Seasonal-Scale Weather Forecasting
  • Computer Vision
  • Dacon AI Competition
  • Generative Models

AI Challenge & Hackathon


๐Ÿฅ‡[1st Place] in AI Competition for Credit Card Customer Segment Classification

Task: Credit Card Customer Segment Classification. Repo link

๐Ÿฅ‡[1st Place] in 2024 Winter AI SCI Bootcamp

Task: optimize a speech recognition model using ESPnet Repo link

๐Ÿ…[top 2%] in LGAIMERS 6 Predicting Pregnancy Success in Infertility Patients

Task: Online AI Hackathon for Predicting Pregnancy Success in Infertility Patients. link

๐Ÿ…[6th Place] in FSI AIxData Challenge 2024 Public 10th Private 6th

Task:Implementing a classification AI model with abnormal financial transaction datasets and enhancing its performance by applying open-source generative AI models CODE

[top 5%] in Daegu-Traffic-Accident-Injury-Forecast Public 6th Private 48th

Task: Traffic-Accident-Injury-Forecast Repo link

[top 8%] in LGAIMERS 4 Predictive Model for Creating B2B Sales Opportunities Based on MQL Data

Task: Development of a Predictive Model for Creating B2B Sales Opportunities Based on MQL Data link

Experience


PERIOD TITLE DESCRIPTION
2025.03~
current
Korea Institute of Science and Technology (KIST) ~ing
2025.01~
2025.03
LG Aimers 6th, LG AI Researchers ์ˆ˜๋ฃŒ
2024.07~
2024.12
Google Developers Group, The Core Member in SeoulTech AI Part ์ˆ˜๋ฃŒ
2023.07~
2024.08
๋Œ€ํ•™์ƒ ์—ฐํ•ฉ ๋น…๋ฐ์ดํ„ฐ ๋™์•„๋ฆฌ BITAmin 12th, Member ์ˆ˜๋ฃŒ
2024.01~
2024.03
LG Aimers 4th, LG AI Researchers ์ˆ˜๋ฃŒ
2023.02~
2023.07
2023 Military SWยทAI Capacity Building Training ์ˆ˜๋ฃŒ
2023.02~
2023.07
2023 Military SWยทAI Capacity Building Training ์ˆ˜๋ฃŒ
2022.07~
2022.12
2022 Military SWยทAI Capacity Building Training ์ˆ˜๋ฃŒ

Project


PERIOD TITLE DESCRIPTION
2025.01-2025.02 2024 ๋™๊ณ„ ์ธ๊ณต์ง€๋Šฅ SCI ๋ถ€ํŠธ์บ ํ”„ Project Space
2024.08-2024.09 ์ด์ƒ๊ธˆ์œต๊ฑฐ๋ž˜ ๋ฐ์ดํ„ฐ์…‹์œผ๋กœ ๋ถ„๋ฅ˜ AI๋ชจ๋ธ์„ ๊ตฌํ˜„ํ•˜๊ณ , ์˜คํ”ˆ์†Œ์Šค ์ƒ์„ฑํ˜• AI ๋ชจ๋ธ์„ ์‘์šฉ/ํ™œ์šฉํ•˜์—ฌ ๋ถ„๋ฅ˜ AI๋ชจ๋ธ์˜ ์„ฑ๋Šฅ์„ ๊ฐœ์„  Project Space
2024.03-2024.06 AIHUB ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•˜์—ฌ U-net์œผ๋กœ segmentation์ดํ›„ VGG๋กœ ์ƒํ•˜์˜๋ฅผ ๋ถ„๋ฅ˜ํ•˜์—ฌ ์œ ์‚ฌ๋„ ๋†’์€ ํŒจ์…˜ ์ถ”์ฒœ Project Space
2024.03-2024.06 Cartoon GAN์„ ํ™œ์šฉํ•˜์—ฌ ์‹ค์ œ ์‚ฌ์ง„์„ โ€˜OnePieceโ€™ Cartoon ์Šคํƒ€์ผ์˜ ์ด๋ฏธ์ง€๋กœ ๋ณ€ํ™˜ Project Space
2024.03-2024.06 ์„œ์šธ์‹œ ๊ตํ†ต์‚ฌ๊ณ  ์ƒํ•ด์˜ˆ์ธก & ์œ„ํ—˜์š”์ธ ๋ถ„์„ Project Space
2023.01-2023.02 ํด๋ฆฐ์Šค๋งŒ๊ฐ๋…๊ฒฝ์งˆ์ดํ›„ ์—ฌ๋ก ๋ถ„์„ Project Space
2022.07-2023.07 ๊ตฐ๋Œ€์—์„œ ํ•ด๋ณด๋Š” ๊ตฐ ๊ด€๋ จ ๋ฐ์ดํ„ฐ๋ถ„์„ Project Space

Pinned Loading

  1. FSI-AIxData-Challenge-2024-BITAmin12th FSI-AIxData-Challenge-2024-BITAmin12th Public

    Jupyter Notebook 2

  2. LGAimers4 LGAimers4 Public

    Jupyter Notebook

  3. Daegu-Traffic-Accident-Injury-Forecast Daegu-Traffic-Accident-Injury-Forecast Public

    Jupyter Notebook

  4. Personalized-Clothing-Recommendation Personalized-Clothing-Recommendation Public

    Forked from Kyle1113/Deep_learning_project

    Jupyter Notebook

  5. real2onepieceGAN real2onepieceGAN Public

    Forked from youngseoh/real2onepieceGAN

    BITamin_24-Spring_GenerativeModel_CartoonGAN

    Jupyter Notebook

  6. ESPNet-KorEduEng ESPNet-KorEduEng Public

    Shell 1