DS projects

STATS project 🎉

Statistics, Bioinformatics, and DS projects for fun/research are list as below:

  • Applied Biostatistics, 2022
    • Longitudinal analysis
    • Survey analysis
    • Matching analysis
    • Survival analysis
    • Categorical data analysis
    • High-dimensional data analysis
  • COVID-19 Vaccine Efficacy Visualization, 2020-2024
    • Built a Shiny application with R to explore covid-related mortality in the United States of America, 2020-2024.
  • US COVID progression, 2019-2023
    • Built a Shiny application with R to explore the progression of COVID in the United States of America at county level, 2019-2023.
  • Arizona Pesticide Usage Map, 1992-2016
    • Built a Shiny application with R to explore pesticide use in the State of Arizona, 1992-2016.
    • Visualized pesticide usage with an interactive map & chart using Leaflet & Plotly.
  • Exploring neighborhoods & Chinese Restaurants in Toronto
    • Defined a business problem, searched for open source data to answer the question.
    • Applied machine learning algorithms to identify biomarkers related to Hispanic ethnicity.
    • Used Four square API to compare different neighborhoods of Toronto to evaluate the distribution of Asian & Chinese restaurants.
    • Determined which neighborhood is most suitable for starting a new Chinese restaurant
  • Expense Tracker App
    • Built a full-stack web application with Python, SQL, Streamlit, and MongoDB to track monthly expenses.
    • Implemented user authentication, data visualization, and responsive design for an enhanced user experience.