Review and accurately label various types of data (text, images, or other formats) according to provided guidelines and quality standards; Identify and categorize content based on specific criteria relevant to AI training needs; Ensure consistency and precision in all labeling tasks to maintain data quality

Worked across growth, data, and developer ecosystem initiatives to drive technical adoption and community engagement for SingleStore’s distributed SQL platform. Partnered with engineering student groups, analyzed outreach data, and translated complex database concepts into clear, scalable programs that deepened product awareness across top universities.

Impact

• Activated 10+ engineering and data organizations (CalHacks, DSS, SaaS at Berkeley, UCSB clubs), expanding technical reach across high-value student networks. 

• Supported outreach efforts that contributed to ~60K campaign registrants and ~5K product conversions in a single quarter through influencer and student funnels. 

• Built repeatable data workflows to track engagement, segment audiences, and inform messaging strategy across campus channels and events. 

• Developed and moderated a student Discord community, shaping onboarding structure and driving sustained participation across hundreds of technical users. 

• Translated distributed systems architecture to student engineers, simplifying SQL engine concepts for onboarding and partnership discussions.

Attended CUHK (Top #5 in Asia) through the University of California Education Abroad Program.

• Collaborated on market research, evaluated competitors, and created a revenue model to launch a Portugal startup that increased low-income communities’ access to dental care by innovating insurance and appointment booking

• 300 customers in 3 weeks

• UX Research, Prototyping, User Surveys, Ideation, Iteration, and Final Website Mockups for ZippyDoc