Profile

Junseo Ko

kojunseo@icloud.com
LogoHeydealer|

Machine Learning Engineer

Work

Heydealer (PRND Company)2025.04 ~ Present
Gangnam Unni Team2024.09 ~ 2025.04
RaonData2021.09 ~ 2024.09

Education

BS/MS in Artificial Intelligence, SKKU

About

I'm working as a Machine Learning Engineer at PRND Company. I'm also developing and operating newsletter and kotoro services.

External Lectures

[TeddyNote] Introduction to Prompthon Winning Strategy

YouTube
YouTube

[Vessl AI] Cost-Saving LLMOps Improvement

YouTube
YouTube

[SKKU] Introduction to Machine Learning

YouTube
YouTube

Patents

1

3D Markerless Motion Capture-based 3D Avatar Generation Device and Method Patent Registration

(KR102438488B1)
2

AI-based Hair Loss Management Device and Method Patent Registration

(KR102440397B1)
3

Web Page Time-series Data Prediction Method, Device, Web Management System, Computer-readable Recording Medium and Computer Program Patent Registration

(KR20240011847A)
4

AI-based Retinal Disease Diagnosis Support Service System Patent Registration

5

Speech Synthesis Device and Method Patent Application

Awards

2025 Korea Tourism Organization Prompthon Implementation Excellence Award

2024 Wanted Lab x Naver Cloud Prompthon High Quality Award

54th Korea Information and Communication Society Autumn Conference Best Paper Award (1st Author)

Sungkyunkwan University AI Convergence Department Research Excellence Award (2022 Spring)

Sungkyunkwan University AI Convergence Department Research Excellence Award (2022 Fall)

Ministry of SMEs and Startups AI Championship Minister's Award (RaonData)

Ministry of SMEs and Startups AI Championship Grand Championship (RaonData)

Sungkyunkwan University 2022 Graduate Student Success Contest Selected

Research Papers

1
SCIE2024
Anti-VEGF treatment outcome prediction based on optical coherence tomography images in neovascular age-related macular degeneration using a deep neural network

1st Author

2
SCIE2024
Prediction of Neovascular Age-related Macular Degeneration Recurrence using Optical Coherence Tomography Images with a Deep Neural Network

2nd Author

3
Best Paper2023
A Stemmer-based Korean Grapheme-to-Phoneme Converter for Speech Synthesis

1st Author

4
SCIE2023
Developing and Evaluating an Artificial Intelligence-Based Computer-Aided Diagnosis System for Retinal Disease

2nd Author

5
SCIE2023
Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy

2nd Author

6
SCIE2023
Detecting Macular Disease Based on Optical Coherence Tomography Using a Deep Convolutional Network

Author

7
SCIE2022
Classifying neovascular age-related macular degeneration with a deep convolutional neural network based on optical coherence tomography images

Author

8
SCIE2022
Assessing central serous chorioretinopathy with deep learning and multiple optical coherence tomography images

1st Author

9
SCIE2022
Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: a cross-sectional study

2nd Author

10
Conference2022
Trafficformer: A Transformer-based Traffic Predictor

1st Author

11
SCIE2021
Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography

2nd Author