David Sumba

Dashboard Fatalities 2 - Data Science Project

• Enhanced the DashboardFatalities project by incorporating advanced statistical concepts such as hypothesis testing, probability, and correlation analysis.
• Utilized Ruby for web scraping to gather and preprocess data, enhancing the dashboard's data accuracy and comprehensiveness.
• Developed more comprehensive visualizations to provide deeper insights into fatality data.

Dashboard Fatalities - Data Science Project

• Led the development of DashboardFatalities, an interactive dashboard for visualizing and analyzing fatality data, enabling data-driven decision-making.
• Performed comprehensive data cleaning and preprocessing to ensure data accuracy and reliability using Python libraries such as Fuzzywuzzy.
• Designed and implemented dynamic and user-friendly visualizations with Dash, Plotly, Matplotlib, Seaborn, and Folium to effectively communicate complex data insights.
• Collaborated with cross-functional teams to deliver a seamless user experience and efficient backend data processing.
• This project was instrumental in my selection to join the TAWS club, reflecting my commitment to data science and teamwork.

Chess game - University Project

• Developed a Java chess game applying object-oriented programming with a fully functional graphical user interface.
• Watch the demonstration on YouTube.

Vehicle Sales App - University Project

• Developed a Java application using object-oriented programming to manage vehicle sales and user interactions. Backend-focused, no GUI.