Mingyuan Lei
Electrical and Electronic Engineering
School of Electrical & Electronic Engineering
Summary
NTU EEE year 4 student.Specialization: Machine learning, data scienceCGPA: 4.31/5
Featured Skills
Work Experience
AI Engineer(Intern) Jan 2021 - Aug 2021
Huawei International Pte. Ltd, Trustworthy AI Lab, Singapore Singapore• Robust Autonomous Driving Stop-Sign detection and recognition against adversarial attack.
• Enhance certified accuracy on image classification(variants of ResNet) models against AI adversarial attack using randomized smoothing on IMAGENET dataset.
• Combine randomized smoothing algorithm with robust Deep Learning networks such as COLT using model ensemble on IMAGENET dataset.
Education
Bachelor Of Engineer (Electrical Engineering) Aug 2018 - Present
Nanyang Technological University SingaporeEngineering (Electrical and Electronic Engineering) year 4
• Specialisation: Digital Signal Processing Computer vision and machine learning
• SM2 Scholarship (Aug2017 - 2022)
Other Skills
Careers Mingyuan favourited
Mingyuan Lei's Skill Profile
AI Engineer(Intern) @ Huawei International Pte. Ltd, Trustworthy AI Lab, Singapore
When I was working at Huawei International Pte. Ltd, Trustworthy AI Lab, Singapore (Jan 2021 - Aug 2021), I demonstrated the Machine Learning skill when I was in charge of representing the existing research paper on machine learning security. To tackle this challenge, I proactively start with the codes created by others. As a result, I managed to achieve the network.
Q&A with Mingyuan Lei
