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YL Guo

YL Guo

Researcher

National University of Singapore

Technologies

My Portfolio Highlights

My New Project

Introduction to DataCamp Projects

My New Course

Introduction to Python

My New Workspace

Sleep Health and Lifestyle

Champion of data integrity, ensuring accuracy in the age of information overload.

My Work

Take a look at my latest work.

workspace

Investigating Netflix Movies and Guest Stars in The Office

workspace

Intermediate Python

workspace

Sleep Health and Lifestyle

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

National University of Singapore, Centre for Additive Manufacturing | May 2021 - Present

Research Fellow

- Employed CFD simulation and data visualization tools to design electrodes for electrochemical processes - Led capability development project on structural design for medical implants with lattice structures
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NUS Centre for Additive Manufacturing | Mar 2016 - May 2021

Researcher

Research Experience • Designed and implemented a semi-supervised learning GAN model, resulting in improved accuracy for predicting manufacturability for metal LPBF additive manfuacturing. • Implemented neural network models to topology optimization algorithms and improved the performance and efficiency of optimized structures through black-box optimization. • Leveraged variational methods and uncertainty modelling using deep ensemble convolutional neural networks for LPBF powder bed anomaly detection with comparable accuracy with uncertainty information.

My Education

Take a look at my formal education

Doctor of Philosophy - PhD, Mechanical EngineeringNational University of Singapore | 2021
Master of Science (M.Sc.), Industrial EngineeringNational University of Singapore | 2014

About Me

YL Guo

Dive into the world of data visualization, analysis, and creative projects to uncover the power of data.

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