Experience

UnifyID

• United States
• Computer and Network Security
• 1 - 100 Employee

• Data Scientist

  • Dec 2018 - Present

  - 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 - 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



Duke University

• United States
• Higher Education
• 700 & Above Employee

• Data Science Researcher in Data+ Program

  • May 2018 - Aug 2018

  - 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 - 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



Microsoft

• United States
• Software Development
• 200 - 300 Employee

• Senior Capstone Project in Collaboration with Harvey Mudd College and Microsoft Bing

  • Sep 2017 - May 2018

  - 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 - 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



Harvey Mudd College

• United States
• Higher Education
• 400 - 500 Employee

• Wellness Peer at Department of Health and Wellness

  • Sep 2015 - Apr 2018

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

• App Developer

  • Jun 2016 - Sep 2016

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

• Computer Science Education Researcher and Curriculum Developer

  • May 2015 - Dec 2015

  -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 Waimea School Districts and conducted user experience research -Accepted to ACM’s SIGCSE '16 Conference



Tribe Dynamics

• Sweden
• Education Administration Programs

• Data Science Intern

  • May 2017 - Aug 2017

  - 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 - 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



Honnold Mudd Library

• Data Analyst (WiFi Analytics)

  • Oct 2016 - Dec 2016

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