About Me

I work as a ML Engineer at Beeble AI, where I build the foundation model for AI virtual production to effectively render videos within virtual environments. I'm interested in integrating AI into visual content creation to streamline and optimize workflows for generating high fidelity visual outputs, aiming to provide non-technical users with effective method.

Work Experience

Beeble AI

Apr. 2024 - Present
ML Engineer

Research and develop 2D-to-3D algorithm for full 3D geometry and texture prediction from a single 2D image

Harex InfoTech

Oct. 2021 - Dec. 2021
Research Engineer

Develop a purely data-based user-centric Digital Me algorithm to manage the individual's state in real-time

EVAR

Jan. 2021 - Feb. 2021
Software Engineer Intern

Develop a Bluetooth communication system to remotely control the mobile EV charger using smartphone

Publications

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Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset
Yujin Jeon, Eunsue Choi, Youngchan Kim, Yunseong Moon, Khalid Omer, Felix Heide, Seung-Hwan Baek
CVPR 2024 (highlight)
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AMPER(Aim-Measure-Predict-Evaluate-Recommend): The Paradigm of Digital Me
Kyoung Jun Lee, Baek Jeong, Yujeong Hwangbo, Youngchan Kim, Sungwon Bae, Taehoon Baek
ICEC 2022

Teaching Experience

Samsung Electronics DX(Digital Transformation) Training

Apr. 2024
Lecturer

CSED700G Computational Imaging

Spring 2023
Teaching Assistant

POSCO AI Expert Training

Oct. 2022 / Jul. 2023
Teaching Assistant