YI-XIANG, LUO
No intro yet.
國立臺灣科技大學 National Taiwan University of Science and TechnologyProfessional Background
Current status
Unemployed・Ready to interview
Profession
Machine Learning Engineer・Python Developer・Software Engineer
Fields
Artificial Intelligence / Machine Learning・Big Data・Semiconductor
Work experience
Less than 1 year (Less than 1 year relevant)
Management
-
Skills
Deep LearningPythonC++Machine LearningPyTorchTensorflow
Languages
English・Intermediate
Highest level of education
Master
Job search preferences
Desired job type
Full time・Interested in working remotely
Desired positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Desired work locations
台灣台北・日本東京都東京・美國
Freelance
Non-freelancer
Work Experience
No work experience
Education
國立臺灣科技大學 National Taiwan University of Science and Technology
Master’s Degree・電機工程系
2020 - 2022
Description
Image Application of Neural Network - Master Thesis: Dual Attention Network Approaches to Face Forgery Video Detection This study designed a Dual Attention for Forgery Detection Network (DAFDN), which uses spatial reduction attention block (SRAB) and forgery feature attention module (FFAM) applied to the backbone network. DAFDN embeds the two proposed attention mechanisms and enables the network to extract the peculiar traces left by the warping of images. - Project 1. Deep Fake Detection This case cooperates with Institute for Information Industry (III). 2. Ministry of Science and Technology Project: 5G & Tactile Internet In this project, I participated in the preliminary literature discussion and the content planning of the project.
國立臺中科技大學National Taichung University of Science and Technology.
Bachelor of Engineering (BEng)・資訊工程
2016 - 2020
Description
- NTCUST CSIE NLPLab Major in Natural Language Processing. - Competition 1. IET-FRONTIER INNOVATION AWARD COMPETITION 2019 in japan 2. 2019 Artificial Intelligence Internet of Things Innovation Application Competition at National Cheng Kung University. - Project Customer service chatBot's semantic research and optimization with National Cheng Kung University and Tamkang University. In this project, I give every word weight in the sentence that depends on their relationship. I calculate TF-IDF value and Word2Vec weight by own words importance weight evaluation formula (WIWE). - Conference Service Experience IET Conference at NTCUST in Taichung City. I'm responsible for the task of guiding participants.
