chengweilin114.Data_Science

Hello World!

My Github user page is at: https://github.com/chengweilin114

My Github pages repo can be found at: https://github.com/chengweilin114/data_science.github.io/

Feel free to reach out my project web page at: https://chengweilin114.github.io/tableau_COVID-19_dashboard.html

Project

Machine Learning

• Title: Machine learning for crystallography
• Built open-source Python package to predict the crystallographic structure of organic small molecules

Data Analysis

• Title: Peak Prediction Hedging
• Use random forest algorithms to analyze the top n highest peak datasets for customers, rewarded about $100/kW for each unit of load reduced during the five highest hour-long peaks in the year of the total grid
• Applied Pandas in Python to built-up visual statistic for displaying the performance in each season

Data Visualization

• Title:Project management for visualization, analytics software development
• Implement web data connector skills to gain the updated daily COVID-19 datasets from data source and analyze the insights of data using Tableau to forecast the trend of Top5 infected State's total confirmed cases after one month
• Agile based planning and development of dynamic COVID-19 dashboard and data storyboarding in Tableau with Github based continuous deployment