陳俊伯
Data Engineer
Data Engineer: Master’s Degree with AI Thesis (AAAI-23 Under Review) | 5+ years in IT | Win-win Communication
Professional Background
Current status
Employed・Not open to opportunities
Profession
Data Engineer・Software Engineer・System Architecture
Fields
Software・Banking・AdTech / MarTech
Work experience
4-6 years (Less than 1 year relevant)
Management
-
Skills
System AnalysisPythonPyTorchKubernetesC#Scikit-LearnAISoftware EngineeringLinuxDockerETLSQL ServerT-SQLMySQL
Languages
English・Intermediate
Highest level of education
Master
Job search preferences
Desired job type
Full time・Interested in working remotely
Desired positions
資料工程師
Desired work locations
Taipei, 台灣
Freelance
Non-freelancer
Work Experience
Software Engineer
June 2015 - March 20182 yrs10 mos
● IT: Communicating with users, and relevant IT departments. Design and implement reliable systems and APIs by Spec. - Projects: IFRS 9 Financial Instruments, Anti-Money Laundering (AML) - Maintain/Develop Systems: Stock/Futures Settlement, Singapore Currency Large Amount Notification, Forex System for Trader - Skills: C#, SQL Server (T-SQL), WCF Web Service, ScrumSoftware Engineer
China Economic News Service (CENS)
October 2012 - June 20152 yrs9 mos
● IT: Focus on improving UI/UX/system efficiency. Provide reports for decision-making. - Maintain/Develop Systems: B2B Supplier Recommendation Official Web, B2B Buyer and Promotion-mail, AD Sales, HR, Industry News - Optimize SEO/UI/UX with the marketing team for marketing effectiveness. - Skills: ASP, Javascript, JQuery, CSS, MySQL, SEO
Education
National Chung Cheng University
Master’s Degree・Computer Science and Information Engineering
2019 - 2021
Description
● Thesis: SensingGAN: A Lightweight GAN for Real-time Rain Removal with Self-attention (IEEE TNNLS'22 Under Review): SensingGAN can effectively sense objects and rain like humans, and restore the details of objects to satisfy the high safety and efficiency requirements of autonomous vehicles. It increases Object Detection accuracy by 3% in rain-in-driving. In comparison with classical de-raindrop GAN, FPS is improved by 13 times (10 ms). - Skills: GAN, Python, Pytorch, Linux - Github: https://github.com/chenabei0421/SensingGAN
National Taiwan University of Science and Technology
Bachelor’s Degree・Information Management
2007 - 2011
Description
● International ICT Innovative Sevices Awards - 2nd place - Automatic Composition based on Emotion of Image (倒聽圖說): Judge the mood of the image based on Color Psychology, and automatically compose music according to the HSV of the viewpoint. Responsible for the automatic composition of music and demonstration of the project. - Skills: C++, MIDI
Licenses & Certifications
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