Jinsung Kim (김진성)

Currently

I am working at LG Innotek as an AI Engineer focusing on AX, camera and vision AI systems.

Contact

• email : wlstjd2003(at)korea.ac.kr
• github : https://github.com/Onedas

Tech stack: PyTorch, CUDA, ONNX, TensorRT, Hydra, MLflow, Docker, MinIO, Python, NVIDIA Jetson

Experience

LG Innotek - AI Engineer 2023.02 - Present

Audio Shake(intern) - AI Researcher 2022.08 - 2022.09

Education

M.S. in Computer Science 2021.03 - 2023.02

• Korea University, Seoul

B.E. in Biomedical Engineering 2013.03 - 2021.02

• Korea University, Seoul

Achievements

Camera picture enhancement AI competition 2021

• 6th LG AI Research

Classification of oral diseases competition 2021

• 2nd place Samsung Medical Center

Seoul AI Chatbot competition; Chatboton, 2019

• 2nd place City of Seoul

Publications:

Jinsung Kim, Yeong-Seok Jeong, Woosung Choi, Jaehwa Chung, Soonyoung Jung 2021

• Learning source-aware representations of music in a discrete latent space ISMIR workshop

Yeong-Seok Jeong, Jinsung Kim, Woosung Choi, Jaehwa Chung, Soonyoung Jung 2021

• LightSAFT: Lightweight Latent Source Aware Frequency Transform for Source Separation ISMIR workshop

Yeong-Seok Jeong, Jinsung Kim, Jun Hyung Lee, Min Seok Kim, Soonyoung Jung 2022

• Audio-based Anomaly Detection Performance Comparison depending on Audio Feature Extraction Methods 한국정보과학회

Yeong-Seok Jeong, Jinsung Kim, Woosung Choi, Jaehwa Chung, Soonyoung Jung 2021

• DU-Net: Audio Representation Learning Through Decomposition of Skip Connection 한국정보과학회

Additional information

Certifications

• Engineer Information Processing(정보처리기사) 2020.08

Circle

• Korea University Magic club
  • Director of Misdirection’s 21’th magic concert 2014.10
  • Vice president of Korea University Magic club 2014.01 ~ 2014.12