I'm actively seeking software engineering opportunities. With both an M.S.E. and B.S.E. in Computer Science from the University of Pennsylvania, I'm ready to contribute to challenging projects.
Developed machine learning bots for Two Sigma's Halite III AI competition. Created two approaches: a Support Vector Machine (SVM) with supervised learning and a Deep Neural Network with reinforcement learning. The bots learned to navigate ships and collect resources in this strategic game environment, performing competitively against benchmark implementations.
View Project on GitHubCreated a comprehensive guide and implementation for real-time human motion imitation using the Meccanoid robot. The system integrates Microsoft Kinect for motion capture, Arduino for hardware control, and Visual Studio for processing. Developed solutions for hardware synchronization, latency optimization, and servo control challenges.
View Project on GitHubSoftware Engineer at AppRoar Studios
lnmangione@gmail.com