• Utilize industry APIs (Luminate, Chartmetric, Spotify) to build data queries and track and project upcoming and current US artists’ streaming growth

• Visualize global streaming data across music platforms to track US pop industry song performances, and identify growing songwriters

• Consult Sony A&R directors and executives on the effectiveness of US artist collaboration types through data-driven analysis

• Redesigned the company’s web design and content based on UX research, SWOT analysis, and wireframing

• Led usability testing and strategic evaluation to consult BLCK UNICRN’s platform direction and feature priorities

• Analyzed member engagement levels and identified key users' potential as BLCK UNICRN’s early contributors

Design unique and innovative full stack development solutions for a wide range of clients, including startups, nonprofits, and student organizations through semester long projects.

• Replicate and extend research on Hindsight Bias in Depression

• Participate in a research paper extending hindsight bias research published in the ULaB Journal on Escholarship

• Performing meta-analysis using R and Python for interpreting research results

• Spearheaded the launch of a geospatial query platform based in Latin America, aimed to develop Mexico’s locational intelligence through integrating the start up’s existing data

• Led a team of 10 of designers and developers through the platform’s design, full stack development, and beta release, focusing on intuitive user experience and navigable data integration

• Successfully developed a prototyped and interactive map query platform where users can filter through region, price range, and property type within 5 months