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BIO ๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป

Education

  • ๐ŸŽ’ Department of Applied Artificial Intelligence, Sungkyunkwan University(SKKU), Seoul
  • ๐ŸŽ’ Department of Applied Artificial Intelligence, Graduate School, Sungkyunkwan University(SKKU), Seoul

Experience

  • ๐Ÿ’ป (NOW) AI Engineer in RAONDATA
  • ๐Ÿ’ป AI Researcher in Data Science and Artificial Intelligence Lab (DSAIL)
  • ๐Ÿ‘จโ€๐Ÿซ Dongguk University, Department of Industrial Engineering Web Development Project Mentoring
  • ๐Ÿ‘จโ€๐Ÿซ Mentoring on Samsung Junior Software Development Cup
  • ๐Ÿ‘จโ€๐Ÿซ TA for Advanced Machine Learning / Deep Learning (SKKU, Graguated School, 2022-1)
  • ๐Ÿ‘จโ€๐Ÿซ TA for NH Data Science Class (Machine Learning part, 2022-04 ~ 05)

๋‚˜๋ฅผ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค ๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป

ํ•™๋ ฅ

  • ๐ŸŽ’ ์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉ์ „๊ณต (2018~2021)
  • ๐ŸŽ’ ์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ๋Œ€ํ•™์› ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉํ•™๊ณผ ์„์‚ฌ๊ณผ์ • (2021~2022)

์•ฝ๋ ฅ

  • ๐Ÿ’ป (ํ˜„์žฌ) RAONDATA ์ธ๊ณต์ง€๋Šฅ ์—”์ง€๋‹ˆ์–ด (AI Team)
  • ๐Ÿ’ป Data Science and Artificial Intelligence Lab (DSAIL)์—ฐ๊ตฌ์‹ค AI ์—ฐ๊ตฌ์›
  • ๐Ÿ‘จโ€๐Ÿซ ๋™๊ตญ๋Œ€ํ•™๊ต ์‚ฐ์—…์‹œ์Šคํ…œ๊ณตํ•™๊ณผ 4ํ•™๋…„ ์›น๊ฐœ๋ฐœ ํ”„๋กœ์ ํŠธ ๋ฉ˜ํ† ๋ง (2021)
  • ๐Ÿ‘จโ€๐Ÿซ ์‚ผ์„ฑ ์ฃผ๋‹ˆ์–ด ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ๋Œ€ํšŒ ๋Œ€ํ•™์ƒ ๋ฉ˜ํ† 
  • ๐Ÿ‘จโ€๐Ÿซ 2022๋…„ 1ํ•™๊ธฐ ์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ๊ณ ๊ธ‰๋จธ์‹ ๋Ÿฌ๋‹/๋”ฅ๋Ÿฌ๋‹ ๋Œ€ํ•™์› ์‹ค์Šต์กฐ๊ต
  • ๐Ÿ‘จโ€๐Ÿซ NH๋†ํ˜‘ ๋ฐ์ดํ„ฐ์‚ฌ์ด์–ธ์Šค ์žฌ์ง์ž ๊ณผ์ • ์ˆ˜์—…์กฐ๊ต

์ˆ˜์ƒ

ํŠนํ—ˆ

  • ๐Ÿ“œ 3D ๋งˆ์ปค๋ฆฌ์Šค ๋ชจ์…˜ ์บก์ฒ˜ ๊ธฐ๋ฐ˜ 3D ์•„๋ฐ”ํƒ€ ์ƒ์„ฑ ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ• ํŠนํ—ˆ ๋“ฑ๋ก (10-2022-0026578)
  • ๐Ÿ“œ ์ธ๊ณต์ง€๋Šฅ ๊ธฐ๋ฐ˜ ํƒˆ๋ชจ ๊ด€๋ฆฌ ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ• ํŠนํ—ˆ ๋“ฑ๋ก (10-2022-0035362)
  • ๐Ÿ“œ ์Œ์„ฑํ•ฉ์„ฑ ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ• (10-2023-0102961)

๋””์ž์ด๋„ˆ

Publications (๋…ผ๋ฌธ)

Title Journal or Conference Authorship Year
Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography. Scientific Reports (SCI, Q1) 2nd Author 2021
Trafficformer: A Transformer-based Traffic Predictor," IEEE Consumer Technology Society IEEE Consumer Technology Society (CTSoc) 1st Author 2021
Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: A cross-sectional study Scientific Reports (SCI, Q1) 2nd Author 2022
Assessing Central Serous Chorioretinopathy with Deep Learning and Multiple Optical Coherence Tomography Images Scientific Reports (SCI, Q1) 1st Author 2022
Classifying Neovascular Age-related Macular Degeneration with a Deep Convolutional Neural Network based on Optical Coherence Tomography Images Scientific Reports (SCI, Q1) Author 2022
(๐Ÿ† ์šฐ์ˆ˜๋…ผ๋ฌธ ์„ ์ •)์Œ์„ฑํ•ฉ์„ฑ ํ›ˆ๋ จ์„ ์œ„ํ•œ ํ˜•ํƒœ์†Œ ๋ถ„์„ ๊ธฐ๋ฐ˜ ํ•œ๊ตญ์–ด Grapheme-to-Phoneme ๋ณ€ํ™˜๊ธฐ ํ•œ๊ตญ์ •๋ณดํ†ต์‹ ํ•™ํšŒ ์ถ”๊ณ„ํ•™์ˆ ๋Œ€ํšŒ 1st Author 2023

E-Book

Contact Me!

Email: [email protected]

Languages and Tools

Junseo's Projects

bookathon2021-skku-team-coco icon bookathon2021-skku-team-coco

์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ๋ถ์ปคํ†ค ์žฅ๋ ค์ƒ์„ ์ˆ˜์ƒํ–ˆ์Šต๋‹ˆ๋‹ค!!! 10์ผ๊ฐ„์˜ ์—ฌ์ •์„ ๋‹ด์€ repository์ž…๋‹ˆ๋‹คใ…Žใ…Žใ…Ž

cli-show icon cli-show

Show an image on CLI (terminal) interface.

coco-qna-section icon coco-qna-section

์ด๊ณณ์€ ์ฝ”์ฝ”์—์„œ ํ‘ธ๋Š” ๋ฌธ์ œ๋“ค์— ๋Œ€ํ•œ ๊ณต์œ ๋ฅผ ์œ„ํ•œ ๊ณต๊ฐ„์ž…๋‹ˆ๋‹ค.

codeep2021-team11 icon codeep2021-team11

์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ์ฝ”๋”ฅ๋Ÿฌ๋‹ ๊ด€๋ จ ๋ฆฌํŒŒ์ง€ํ† ๋ฆฌ์ž…๋‹ˆ๋‹ค. ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉ์ „๊ณต 18ํ•™๋ฒˆ ๊ณ ์ค€์„œ, 19ํ•™๋ฒˆ ์ด๋‚˜์€, ๋ฐ•ํ˜œ๋ฏผ ์œผ๋กœ ๊ตฌ์„ฑ๋œ ํŒ€์ž…๋‹ˆ๋‹ค. ์Šคํ„ฐ๋””, ๊ฐœ๋ฐœ ๊ด€๋ จ ๋ฆฌํŒŒ์ง€ํ† ๋ฆฌ์ž…๋‹ˆ๋‹ค.

dongguk-ontenttion-mentoring icon dongguk-ontenttion-mentoring

๋™๊ตญ๋Œ€ํ•™๊ต ์‚ฐ์—…์‹œ์Šคํ…œ๊ณตํ•™๊ณผ์—์„œ ํ”„๋กœ์ ํŠธ ๋ฉ˜ํ† ๋ง์„ ์š”์ฒญ๋ฐ›์•„ ์›น ๊ฐœ๋ฐœ ๋ถ€๋ถ„์„ ๋„์™€์ฃผ์–ด ์ œ์ž‘ํ•œ ์›นํŽ˜์ด์ง€ ์ž…๋‹ˆ๋‹ค. Flask๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๊ฐœ๋ฐœํ•˜์˜€์Šต๋‹ˆ๋‹ค.

dotshow icon dotshow

toolkits for drawing colored or gray image on the terminal screen

ecg-data-classification icon ecg-data-classification

Classification of Diseases via ECG data / ECG๋ฐ์ดํ„ฐ๋ฅผ ์—ฌ๋Ÿฌ ๋„คํŠธ์›Œํฌ๋ฅผ ์‚ฌ์šฉํ•ด์„œ ๋ถ„๋ฅ˜ํ•˜๋Š” ๋ฌธ์ œ๋ฅผ ์ˆ˜ํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค. ์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉ์ „๊ณต ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ง ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค.

everytime-community-data-analysis icon everytime-community-data-analysis

์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉ์ „๊ณต ์ˆ˜์—…์ธ ๋ฐ์ดํ„ฐ๋งˆ์ด๋‹ ์ˆ˜์—…์—์„œ ๊ฐ•์˜ํ‰์„ ์ˆ˜์ง‘ํ•˜๊ณ  ๋ถ„์„ํ•˜๊ธฐ ์œ„ํ•œ ์ฝ”๋“œ์ž…๋‹ˆ๋‹ค.

expected-star-application icon expected-star-application

์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉ์ „๊ณต ๋ฐ์ดํ„ฐ๋งˆ์ด๋‹ ์ˆ˜์—… ๊ธฐ๋ง ํ”„๋กœ์ ํŠธ์—์„œ ๊ฐ•์˜ํ‰์ด ์ฃผ์–ด์ง€๋ฉด ๋ณ„์ ์„ ์˜ˆ์ธกํ•˜๋Š” ๋ชจ๋ธ์„ ์ œ์ž‘ํ–ˆ๊ณ , ํ•ด๋‹น ๋ชจ๋ธ์„ ์‹ค์ œ๋กœ ์‚ฌ์šฉํ•ด๋ณผ ์ˆ˜ ์žˆ๋„๋ก flask๋กœ ์›น์‚ฌ์ดํŠธ๋ฅผ ์ œ์ž‘ํ•˜์˜€์Šต๋‹ˆ๋‹ค.

flask_blog icon flask_blog

์œ ํŠœ๋ธŒ์—์„œ ๊ฐ•์˜์ค‘์ธ ํŒŒ์ด์–ด๋ฒ ์ด์Šค์™€ ํ”Œ๋ผ์Šคํฌ๋กœ ์ปค๋ฎค๋‹ˆํ‹ฐ ๋งŒ๋“ค๊ธฐ์˜ ๋ฆฌํŒŒ์ง€ํ† ๋ฆฌ์ž…๋‹ˆ๋‹ค. ๊ฐ•์˜๋ฅผ ๋ณด์‹œ๋‹ค๊ฐ€ ์ž˜ ์•ˆ๋˜๋Š” ๊ฒƒ์€ ์ด๊ณณ์„ ์™€์„œ ์ฐธ๊ณ ํ•˜์„ธ์š”!

iemocap-dataloader icon iemocap-dataloader

IEMOCAP Preprocessed Data (ComParE_2016, eGeMAPSv02, Functionals, LLD) Loader Package

kog2p icon kog2p

Korean grapheme-to-phone conversion in Python

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