• Designed relational database schema and developed interfaces to link the database with backend services• Implemented Fast API based python backend to interface with AWS database• Implemented vector database layer over PostgreSQL database on AWS RDS, storing frontend user input toenhance recall performance• Implemented ETL process through a robust data pipeline, cleaning, embedding, and storing user input data

• Led all operational efforts of organization across 5 cross-functional teams – managed membership of 86members and integration of $90,000 annual budget

• Planned 8 large-scale campus events across 5 cross-functional teams, achieving a cumulative event attendance of 3766 students – led concept development, event logistics, and staffing of 70+ members• Directly managed budgets totaling $17,000 across 2 events – accounted for all expenditures by organization• Managed arrangements with 9 vendors – managed corresponding organizational and financial deadlines

• Served as a resource for crisis response and conflict mediation for 20 floor residents and 279 community residents across 3 buildings• Coordinated building maintenance, security protocol, and policy violations across 3 university departments

• Provided pro-bono consulting services to local businesses with a team of 5 analysts• Aggregated and analyzed media data to construct 3 new marketing strategies, increasing average userengagement by 200% through algorithm optimizati

• Managed a team of 14 interns across four separate projects over a three-week timeframe• Resolved critical issues regarding development of 2 art pieces – including installation and assembly of 888 small paper figures; design and preservation of tapestry; and solving miscellaneous design challenges

• Developed pricing model based on data collected from over 130 artists and 600 art pieces; used quantitativeand qualitative sale measurements to advise clients on artwork pricing• Provided website design and maintenance for 3 domains, including updates and troubleshooting

Partner Company of Tina Ngo Designs