Welcome to Ruyuan's Homepage

Hello!

I graduated from Case Western Reserve Univeristy (CWRU) in Jan 2021, with B.A. in Computer Science. Currently studying my Masters at University of Southern California

Education

Major Computer Science, cum laude

Dean's Honor List (Fall 2017, Fall 2018) and Dean's High Honors (Spring 2019, Spring 2020)

SOURCE summer funding awardee on project “Predictive Model for Extraprostatic Extension of Radiomics Derived from Periprostatic Fat on Prostate MRI”

Relevant Courses:

• Intro to Artificial Intelligence
• Database Systems
• Statistics using R
• Operating System and Concurrent Programming
• Structured and Unstructured Data
• Bioinformatics
• Probabilistic Graphic Mode
• Computational Intelligence
• Computer Architecture

Project Portfolio

• Static Web with JS, CSS, HTML
• Machine Learning with Pickling using Flask
• Geo Map Integrated with React JS
• Stock Watch Mobile App
• Movie Lover - A MERN stack REST API web design project

Research and Design Experience

Center for Computational Imaging and Personalized Diagnostics

Reserch Assistant March 2019 – March 2021

• Derive radiomic features from prostate MRI with first- and second- order statistics (CoLIAGe, Gabor, Haralick and Gradient Sobel)
• Optimal feature selection with mRMR, JMI and CMIM models for training set
• Using machine learning models like Support Vector Machine, Decision Tree, and Logistic Regression to identify a best classifier
• Achieved 0.88 AUC with identifying prognostic bio-markers

CWRU Department of Computer and Data Science

Reserch Assistant August 2020 – November 2020

• Used Cox Regression to calculate survival probabilities in R
• Adapted Temporal Convolutional Network (TCN) to identify the length of survival with time series data

Work Experience and Extracurricular

CWRU Undergraduate Research Society

Mentor September 2020 – January 2021

• Connect with freshmen interested in research. Offer advice and guidance for identifying and conducting research

CWRU University Housing

Customer Service Assistant August 2018 – September 2020

• Demonstrated organizational skills by sorting student packages. Followed strict confidentiality guidelines with the Family Educational Rights and Privacy Act (FERPA)
• Developed communication skills, teamwork and accountability through working on-call for visiting summer guests

Technical Skills

• Proficient in programming languages: Java, C++, Matlab, Python, R
• Experience with SQL, HTML, CSS
• Version Control using GitHub