Avatar of Rex Yang.

Rex Yang

Machine Learning Engineer
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OSENSE TECHNOLOGY CO., LTD.
Logo of 國立台灣科技大學 National Taiwan University of Science and Technology.
國立台灣科技大學 National Taiwan University of Science and Technology
台灣新北市

Skills

Machine Learning
Deep Learning
Computer Vision
c/c++
Python
OpenCV
PyTorch
TensorFlow

Languages

Chinese
Native or Bilingual
English
Fluent

Work experiences

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Senior Machine Learning Engineer

OSENSE TECHNOLOGY CO., LTD.
Full-time

Mar 2021 ~ Present
1. Qubby : Developed an avatar system that captures facial features and transforms them into realistic cartoon avatars. 2. Kaohsiung 5G Project: Developed a lightweight facial detection and gender recognition system with over 90% accuracy and more than 25,000 detections, enabling precise demographic analysis and improved security, while analyzing crowd flow and dwell times to optimize marketing strategies, enhance visitor experience, and increase usage rates. 3. Kaohsiung 5G Project: Developed real-time floating touch technology for edge devices, utilizing palm and hand landmark detection algorithms, resulting in an advanced user interface with enhanced interactions. 4. Published a conference paper titled "Automatic Generation of Personalized Golf Video Using Integrated Technologies and Methods" in ICMT 2022. 5. As an invited speaker at both the AI CAFE event and Chunghwa Telecom event, I shared professional knowledge and experience in the field of artificial intelligence, covering topics such as GANs and Edge AI. 6. Blockchain Metaverse Project: Collaborated with cross-functional teams to develop O2META, a cutting-edge Web 3.0 metaverse platform that incorporates DeFi, NFT, GameFi, and OMO concepts.

Educations

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國立台灣科技大學 National Taiwan University of Science and Technology

Master of Science (MS)
電機工程研究所

2018 - 2020
4/4.3 GPA
Description
Contributed to a thesis titled "Synthesis of Photorealistic License Plates" by creating the LP-2020 dataset, designing a robust detection and recognition architecture, and developing advanced image generation techniques.
Logo of 淡江大學 Tamkang University.

淡江大學 Tamkang University

Bachelor of Science (BS)
電機工程學系

2014 - 2018
3.7/4 GPA
Description
1. Designed a robot with remote operation capabilities via a monitor and joystick, tailored for specific tasks. 2. Published a journal paper titled "Obstacle Avoidance of Mobile Robot Based on HyperOmni Vision" in S&M.