✱ web application that visualizes gun violence trends in the USA from 2014 - 2023

This was an idea I originally had from my Master's program, but I never was able to give it the attention it needed. Through this project, I was able to explore what Python had to offer for Data Analytics and Web Development.

Built with Python (Numpy, Pandas, Matplotlib, Seaborn), SQL, SQL Server Management Studio, Power BI

✱ web application that predicts potential accident hotspots in San Francisco based on a given walking route

The project is actually my Master's thesis project! The idea came about when my team members were discussing our experiences with walking around our respective neighborhoods during the pandemic.

Built with Python (Plotly, Numpy, Pandas, Flask), Javascript, HTML/CSS, Bootstrap

✱ my personal website that has all the details on my skills and qualifications ᵔᵕᵔ

My first attempt building with Svelte! I was inspired to learn it when talking to an interviewer about a website called Pudding that has amazing data visualizations. I saw a lot of the Pudding team members used Svelte, so I decided to start using it too.

Built with Svelte, Javascript, TailwindCSS, HTML/CSS