Adam Stewart

The Emotional Landscape of Aviation Pilots:
Analysis of Online Professional Forums Using Natural Language Processing

Published Research Paper

Python pipeline for a peer-reviewed JAAER (2025) study on pilot emotions: a recursive scraper collected 1,130,530 posts from Airline Pilot Central Forums, then GPU-accelerated RoBERTa (GoEmotions) scored each on 28 emotions to compare passenger, cargo, and military pilots.

EZ Search (Bookmark Manager & Navigator)

Chrome Extension

Published Chrome Web Store extension for keyboard-first bookmark management (JavaScript, HTML, Tailwind CSS): launch it with a shortcut, filter with multi-keyword search and tags, reorder with drag and drop, and import/export JSON or native Chrome bookmark files with duplicate URLs skipped automatically, all stored locally in the browser.

Traffic Analysis & Pedestrian Tracking

Senior Capstone Project

In this project, my team delivered a traffic analysis and pedestrian tracking system to the City of Portland with Computer Vision (Tensorflow, YOLOv3, CV2, Pillow), a NoSQL database (MongoDB), a Web UI (Node.JS, Express.JS, Flask), and a Docker container.