Joji Classifier
SJSU Music Information Retrieval - Fall 2017
- Worked with my partner to classify songs by feature vectors in Scikit-Learn for Python
- Created a content-based artist classification methodology that can differentiate an individual artist’s pseudonyms from each other using features extracted from audio signals using Librosa
- Achieved average recall and precision scores of above 80% in a dataset of 480 audio files
Meownorail
SJSU Introduction to Game Studies - Spring 2017
- Single-handedly created a competitive video game using GameMaker Studio 1.4
- Drafted multiple prototypes to hear feedback from peers: gamers and non-gamers alike
- Implemented knowledge, skills, and techniques learned from design course to studies course
Semantic Search Engine
SJSU Database Management Systems II - Spring 2017
- Project parses through IEEE articles related to Big Data and grabs emails of authors
- Lead a four-person group to wrangle data from across three years of scientific articles
- Updated the speed of the algorithm by turning a taxing comparison into a quick read from table
CyberGirlz Capture the Flag Pilot
SJSU Student Technology Ambassador Program - Spring 2016
- Collaborated in a team of five to determine possible solutions for the STEM Center’s CyberGirlz faculty/staff to create and sustain a Capture the Flag summit for middle school girls
- Presented our proposal to an audience consisting of peers and liaisons from local organizations
- Successfully used the Agile process to collaborate effectively and create a Case Study Document