Writing

Towards Data Science

Jet Sweep: Route Optimization to Visit Every NFL Team at Home

Solving a traveling salesman variant to find the optimal road trip through all 32 NFL stadiums.

Towards Data Science

Optimizing Super Bowl Squares with Linear Programming

Turning a party game into an optimization problem with PuLP and historical score data.

Towards Data Science

The Intersection of Geocoding and Art with OpenStreetMap and NetworkX

Generating street network visualizations as art prints using geospatial data.

Python in Plain English

Sneakerhead Sudeikis: A Pythonic Tour of Ted Lasso's Finest Kicks

Web scraping and data viz to catalog every sneaker worn on Ted Lasso.

Towards Data Science

Running with Pandas AI: an Exploration of the Boston Marathon

Using PandasAI to explore Boston Marathon results with natural language queries.

Towards Data Science

A Deep Dive into Wordle, the New Pandemic Puzzle Craze

Information theory and letter frequency analysis to find optimal Wordle strategies.

Towards Data Science

Dynamic Topic Modeling with BERTopic

Tracking how topics in my Medium reading habits evolved over time using transformer embeddings.

Towards Data Science

NLP Preprocessing and LDA Topic Modeling with Gensim

Text cleaning pipelines and latent topic discovery applied to newsletter metadata.

Towards Data Science

Extracting Metadata from Medium Daily Digest Newsletters via Gmail API

Building a data pipeline to pull structured article data from Gmail inboxes.

Python in Plain English

From Jogging to Sprinting: A Guide to Seaborn Visualizations

Relational plots, categorical plots, and GitHub-style heatmaps with Peloton workout data.

Towards Data Science

Studying up for the Tokyo 2021 Olympics with SQL

Querying a PostgreSQL database with Python and visualizing Olympic data with Matplotlib.

Towards Data Science

Sentiment Analysis of COVID-19 Vaccine Tweets

Using TextBlob and word clouds to analyze discourse surrounding global vaccination efforts.

Towards Data Science

COVID-19 Data Visualization: Tracking Movement and Demographic Trends

Interactive D3.js choropleth combining mobility data, case counts, and demographics across US counties.