- Build core ML algorithms and models used in UnifyID’s production pipeline for real-time authentication- Create testing and reporting tools to gain visibility into product and component-level efficacy

- Explored the medical decision-making process for patients faced with intermediate-stage prostate cancer diagnoses- Utilized topic modeling on clinical appointment transcripts and classification techniques to better understand how physician advice impacts choice

- Leveraged statistical modeling and time series analysis to streamline and automate the process of identifying the root cause of anomalous incidents for the Bing Livesite team

Organize and lead a variety of educational and de-stressing events to promote student health and wellbeing.

Worked on a team of four students to conceive, plan, and implement Bazaar, an iOS app thatfacilitates buying and selling on college campuses

-Develop an interactive, hands-on, comprehensive CS curriculum for late middle school to early high school students-Co-taught professional development workshops for teachers in the Pomona Unified and WaimeaSchool Districts and conducted user experience research -Accepted to ACM’s SIGCSE '16 Conference

- Performed in-depth analysis of Tribe’s Amazon Mturk worker (used for brand classification)performance- Developed and implemented an approach to block low-quality Mturk workers, which reduced wasted Mturk spending and improved data quality- Constructed a Brand NER tool to extract beauty brands from social media posts and identify new beauty brands

- Partnered with the Claremont Colleges Library to analyze Wi-Fi connectivity data, specifically Wi-fiusage, signal quality, and connection duration patterns- Experience manipulating, cleaning, and analyzing large datasets in R and using data visualization approaches