ML-powered heart disease screening
Can you know you are at risk of heart disease with easily obtainable personal indicators?
Yongrui Chen
As a generalist at heart, I am currently interested in problems rooted in data analysis, where I have a breadth of experience in research and internship. Pursuing master’s degree in Georgetown University, I major in Data Science and Analytics. With an open heart, I am always willing to learn new skills and motivated to grow in different challenges. Witnessing the trend that more emphasis is putting on evidence-based and data-driven efforts and strategies, I am convinced that burgeoning development would be seen in big-data and related fields in years to come. Thus, I am earnestly hoping to build a career path, integrating rigorous data analytics into feasible solutions.
Recent Work
Statistical Analysis
Text Analysis - NLP
Steam Game Review Classification
A sentiment recognition system is created based on NLP methods such as BERT, Recurrent Neural Networds, etc. for Steam game review classification.
Reddit Analysis
Millions of Reddit posts will be explored, classified into different politic topics, and the mood for all the posts under each topic will be analyzed, trying to tell the altitude of these posts.
Visualization Analysis
Chicago Crime Analysis
This project proposes to create data visualizations that allow Chicagoans to visually explore crime data for the past 6 years. The visualizations will dynamically show the geographic distribution of crime over time and allow citizens to explore the hourly distribution of crime using a clock-shaped radar chart.
Hypersonic Supply Chain Network Analysis
This project is about the subontracts (subawards) related to Raytheon Company in the field of Hypersonics Technology, and the goal is to understand how the supply chain changed since 2016 and detect higher cyber risks among these subcontractors.