• Designed features for digit recognition problems and face recognition problems.
• Implemented feature extration programs for images used in project.
• Implemented Naive Bayes Classifier and Perceptron Classifier for both digit recognition and face recognition.
• Compared the performance of each algorithm under different amount of training data.
Fast Trajectory ReplanningCS440
• Implemented DFS Maze Generation algorithm to generate agent environment.
• Implemented repeated forward A* algorithm and repeated backward A* algorithm for agent path planning.
• Implemented Adaptive A* algorithm for agent path planning.
Predicting Future AirfareCS439
• Implemented web scraping program to collect airfair data from Newark to Beijing using selenium.
• Preprocessed dataset to have uniform formatted dataset for machine learning algorithms.
• Designed and implemented feature extraction program for our dataset.
• Applied KNN Regression and Perceptron to predict future airfare.
• Applied KNN Classification and Naive Bayes Classifier to predict future airfare range.
• Selected as TOP 10 student project for the course.
Hotel Reservation SystemCS336
• Implemented web server using Node.js and Express framework.
• Created database for the system using MySQL and connected MySQL with the server.
• Designed protocol with teammates and achieved data transfer HTTP Requests.