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

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

Architecture Blog Series

I frequently write about systems architecture and AI experiments. Explore my blog for walkthroughs on integrating voice assistants, applying machine learning to logistics, and more.

Read the Blog