Projects

Web Application

A deployed self-service tool that lets nonprofit staff define their own target metrics and identify beneficiary populations in any geography, without engineering support.
On this team project, I built the frontend from scratch in Svelte and implemented the authentication system in Django, developing against jointly designed API contracts so the frontend and backend could progress in parallel.

Svelte · Django · REST APIs

Geospatial Analysis

This project analyzes disparities in access to high-quality public parks near affordable housing buildings in Chicago.
As part of this group project, my main role was synthesizing the different data sources and building our accessibility index.

Python · GeoPandas

Dashboard

This dashboard provides high-level analytics on Fraym model performance, including model/feature frequency and comparisons of RMSE and training time across jobs and models. It runs on a customizable sample of Fraym-produced layers.
The dashboard was built as a first step toward broader transparency into model performance.

Python · Streamlit · AWS S3 · DBeaver

Interactive Visualization

Visualizes trends for songs that hit #1 on the Billboard chart since 1958.
The visualization reveals some disparities in the music industry. For example, women are much more often singers but less often songwriters.

Python · D3 · JS · HTML/CSS · Cloudflare

Web Application

Ingests PDF syllabi and extracts structured assignment data such as due dates, priority, and exam flags into a sortable task dashboard.
Built to eliminate the overhead of manually inputting and tracking assignments across multiple courses.

Ruby on Rails · HTML/CSS · PostgreSQL

My current tech stack

Python MySQL JavaScript D3 Svelte Django HTML CSS R Git AWS Ruby on Rails