For Online Education Project, I designed a machine learning GUI using Java Swing that processed and analyzed biological responses of 40 participants, who solved mathematical questions, in order to cross-validate multiple ground truths by using Java libraries and Weka classifiers such as Random Forest, Rotation Forest, J48, and Naïve Bayes. For Safe Driving Project, I debugged and collected biological data of automobile drivers from an Android application that was connected to multiple Bluetooth sensors including GPS, OBD scanner, Yei 3-Space, and BioHarness. During analysis phase, I utilized SPSS for graphical and data analysis including One-Way ANOVA and Univariate Linear Model.

I compiled procurement data based on solicitation ID of government contract projects in order to detect if there is any fraud or corruption between government and companies.