Young In Kim Email & Phone Number

I am an AI engineer with a keen interest in challenging and exciting work. I have a passion for art, soccer, robotics, artificial intelligence, and data science.# Asan Medical Center, Biomedical Engineering Research Center(July 2020 - Present)1. Coronary Artery Segmentation on Angiography Using Deep Learning- Developed a segmentation model integrated into Philips' angiography device.- Created an interactive segmentation algorithm for correction.2. Automated Guidewire Navigation Based on Reinforcement Learning- Established a simulation environment for guidewire control.- Constructed a reinforcement learning system in a simulation with high uncertainty.3. Segmentation Algorithm for Kidney Disease- Designed a comprehensive system for hydronephrosis segmentation in ultrasound images.- Developed the first deep-learning model for urinary stone segmentation on CT using an ensemble of axial, coronal, and sagittal view models.4. Evaluation Algorithm of Baby Development through Baby-Sucking Video- Designed a system for automatic analysis based on a face landmark detection algorithm.- Developed a signal analysis algorithm from predicted landmarks using deep learning.# Integrated Display Electronics and Algorithm Laboratory (2018 - June 2020)1. TFT Shift Register for Narrow Bezel Displays- Developed a TFT shift register significantly reducing the number of TFTs.2. Low-Bandwidth Driving Scheme for Immersive VR Displays- Designed and simulated a shift register and driving scheme for VR.3. Deep Learning Algorithm for Image Compensation- Built a simulation algorithm for the LCD system.- Developed a compensation algorithm to address image distortion caused by local dimming.4. Automated Circuit Design Algorithm- Developed a simulation algorithm for digital circuit evaluation.- Designed an overall system for automated circuit design using reinforcement learning.