Projects

Baby Bottle Forecast

Predictive model created to estimate infant formula consumption. Built out of personal necessity to anticipate feeds and avoid wasting milk.

Salesforce → AWS Migration

Designed and led a company-wide data architecture shift to Redshift — enabling real-time analytics, forecasting, and ML workflows that Salesforce couldn't support.

Reddit Spotify Bot

Callable bot that monitors Reddit threads and automatically builds Spotify playlists from music recommendations in the comments. No manual effort required.

D&I Market Analysis

Independent analysis of diversity and inclusion trends in Minnesota cities and neighborhoods, with a focus on non-white populations.

Project Scorecards

Automated reporting system to compile project tracking details and updated budget allocation into standardized scorecards — eliminating hours of manual aggregation per week.

WFH Study

Contracted analysis of remote work patterns during the pandemic. Built visuals, drew conclusions, and delivered findings.

Document Conversion

Automated PDF-to-spreadsheet conversion tool that parsed lengthy specification documents into row-per-sentence evaluation sheets — cutting a days-long manual task to seconds.

Warranty Database

Access database and Excel front-end built to streamline warranty claim tracking for a manufacturing team — replacing a manual process that had become unmanageable at scale.

Quote Generation

Automated quote document generator for large-scale industrial machinery — pulling from request inputs to produce custom, client-ready quote packages with a single run.

Wordle Solver

Command-line tool that suggests optimized Wordle guesses in real time — using letter frequency analysis to narrow the candidate word list as quickly as possible.

Serial Number Lookup

Excel-based cross-reference hub that resolves any identifier — serial number, order number, or customer name — into full machine and order details, regardless of product line.

Hangman Solver

Python script that optimizes letter guesses for Hangman using a comprehensive English word list — with a two-player mode where the script picks the word and you guess.