Technical Deep Dives
For the technically inclined. Explore my open-source contributions, technical writings, and architectural insights.
Open-Source Projects
GitHub (@JonathanKSullivan) – ~104 public repos, 17 followers • Dallas/Fort Worth, Texas
AI/ML projects including ASL recognition (HMMs), stock prediction, robotics simulation, and computer vision
Sign-Language-Recognizer
ASL recognition system using Hidden Markov Models (HMMs) to classify words from preprocessed skeletal tracking data (hand and nose positions from video frames).
5 stars
2 forks
Alexa-History-Skill
Amazon Alexa skill providing AI history facts on demand. Built as part of Udacity's AI Nanodegree program, demonstrating voice interface development.
0 stars
0 forks
Stock-Price-Predictor
Supervised learning model analyzing five high-valued technology sector equities to predict stock prices. Capstone project for Udacity's Machine Learning Nanodegree.
1 stars
0 forks
8-Queens-with-AI
Explored Constraint Satisfaction Problems by implementing the N-Queens problem using symbolic constraints in a Jupyter notebook, and solving it using the Backtracking Search algorithm from AIMA.
1 stars
1 forks
Whitepapers & Downloads
Building Scalable Delivery Systems
A 12-page deep dive into HempDash's tech stack, covering: route optimization algorithms, scalable cloud architecture, and compliance features in last-mile delivery.
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