Jungwoo Hwang Email and Phone Number

FINANCIAL DATA ANALYSIS Under Supervision of Professor Eugene Pinsky• Implemented a module to obtain financial data using Python.• Implemented a prediction model using different unsupervised learning classifier : kNN, k-means, Logistic Regression, Linear Models, Naïve Bayesian, Decision Tree, Random Forest, Linear/QuadraticDiscriminant, SVM, AdA Boost.• Conducted a research on comparing the accuracy of the prediction models and computing expected portfolio values of the prediction model.

SEQUENCE MINING ALGORITHMS ALAYSIS• Implemented a sequence mining and association rule mining algorithms : Apriori, FP-Growth, Eclat, GSP, SPADE, FreeSpan, PrefixSpan• Analyzed method, characteristics, complexity, use cases and consideration of order.

• Conducted research on manage and control files encrypted by Fasoo DRM in UWP app.• Developed UWP module using C# for conducting the research.• Controlling UI events, File I/O, and print functions by performing injection and hooking in UWP module.• Participated at the Fasoo conference and presented the research and the implemented UWP module.

Facebook URL : https://www.facebook.com/wehopebostonFounded a student organization for building a statue of peace to raise awareness of Women’s right to prevent wartime sexual violence.• Fundraised 10K to build a statue of peace and to support ‘Comfort Women’ victims during WWII.• Collaborated with organizations in various fields to inform ‘Comfort Women’ issue through various contents.▪ Awareness Enhancement Events▪ Movie/Documentary Film Screenings▪ Social Networking Contents▪ Art Performances: Music and Dance• 48 members from Boston University, Northeaster University, MCPHS, Brandeis, Berkeley, Ohio State University are gathered for our goal.

• Elected and served as a president of the student organization with over 500 members of Korean international students.• Supported Korean international students and 11 clubs in KISA community with our council.• Provided various beneficial events for Korean international student community.▪ Executed an orientation for freshman/ new students.▪ Executed networking events with other university (BC, NEU, Brandies, MCPHS, Harvard).▪ Executed career fairs with major companies (SK, KT, KOTRA).