JUNSEO KO

AI Engineer in RAONDATA


kojunseo@raondata.ai (Corperation)

sta06167@g.skku.edu (University)


Github 

Youtube

Google Scholar Profile


M.S. - Dept. of Applied Artificial Intelligence, Sungkyunkwan University - (2021.09 ~ 2023.02)

B.AAI - Dept. of Applied Artificial Intelligence, Sungkyunkwan University- (2019.03 ~ 2021.08)

Dept. of Liberal Arts, Sungkyunkwan University - (2018.03 ~ 2019.02)


Virtual Human Generation (Speech & Video Synthesis)

Medical Image Analysis


🏅 2nd Award in Problem Solving and Algorithm Learning Fair SKKU, 2018

🏅 Bronze Award in AI x Bookathon (SKKU) Hackathon in SKKU

🏅 2nd Award in App Development Hackathon in SKKU

🏅 4th Award in Co-Deep Learning Project in SKKU

🏅 1st Award in AI Championship from Korea startup government, with RAONDATA (장관상)

🏅 3rd Award in AI Championship the Grand Final from Korea startup government, with RAONDATA (장관상)

🎖 Best Research Award 2022-1 (Department of Applied Artificial Intelligence, SKKU)

🎖 2022 Sungkyunwan University Student Success Story Award

🎖 Best Research Award 2022-2 (Department of Applied Artificial Intelligence, SKKU)


Hwang, D.DJ., Choi, S., Ko, J. et al. Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography. Sci Rep 11, 9275 (2021). 

Junseo Ko, Jeewoo Yoon, DaeJin Choi*, Eunil Park, Sangheon Pack, and Jinyoung Han*, "Trafficformer: A Transformer-based Traffic Predictor," IEEE Consumer Technology Society (CTSoc) (2022).

Jeewoo Yoon, Jinyoung Han, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyuhwan Jang, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang, "Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: A cross-sectional study," Scientific Reports (2022)

Junseo Ko, Jinyoung Han, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyu Hyung Park, Daniel Duck-Jin Hwang, "Assessing Central Serous Chorioretinopathy with Deep Learning and Multiple Optical Coherence Tomography Images", Scientific Reports (2022)

Jinyoung Han, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Has Jun Lee, Junseo Ko, Jeewoo Yoon, Daniel Duck- Jin Hwang, “Classifying Neovascular Age-related Macular Degeneration with a Deep Convolutional Neural  Network based on Optical Coherence Tomography Images”,  Scientific Reports. (2022) 



Python3, Pytorch, Tensorflow


AVA Dream (TV Chosun) - SongHae Virtual Human Generation Content

인생은 바람이여라 (SBS MediaNet, Supiamedia) - Namjin Speech Synthesis Content

Catius - Deployment Speech Synthesis Model

Hangil Eye Hospital - Deployment Retinal Diseases Recognition Model