Conducted X API analytics research on geo-targeting advertising methods for UM marketing department, receiving $5,000 grant to collect 750,000 tweets and develop full data-gathering, geo-estimation, and visualization pipeline

Founded interdisciplinary computer science research think tank, sourcing 10 University research projects in marketing, quantitative finance, physics, biology, product development, and neuroscience and managing marketing, weekly content creation, and web development operations

Provided academic guidance and peer mentorship to 50+ first-year students

Organization connected 6,000+ volunteers with volunteer recruiters through web platform and in-person events in collaboration with local government Organization team and platform expanded to two sister service areas, Orlando and Lake CountyMedia division incorporated, producing video content highlighting local nonprofits' community service initiatives

Developed and launched website with engineering and outreach teams and introduced product updates such as volunteering categories, search, personalized applications, and mobile release Connected 1,200+ volunteers with 80+ volunteer recruiters through website and in-person eventsConducted volunteer recruiter outreach and established promotional networks in 5+ schoolsProduced financial and legal documents for the creation of LLC, recruited and managed 35-person team, and secured event venues and endorsements from city governments

Secured consulting project for analyst team, leading market validation research project for assembly line robotics manufacturing company on market sizing, lead generation strategies, and client case studies

Developed Python scripts to interpret AI sports analytics company's data for analyst team, producing customized data metrics and charts for team comparisons, game analysis, and marketing materialsSynthesized deliverable on fleet operator survey data, client product specifications, and team research on sustainable competitive advantages in fleet operator markets for EV dynamic wireless charging companyOptimized profitability of monthly schedules for aquatic training company with historical client data, university faculty consultation, and Gurobi Optimizer with analyst team

Developed method for deriving insights on business value of AI assistant features in mobile apps, utilizing Python libraries such as Requests for API data retrieval, Pandas for data manipulation, BeautifulSoup for web scraping to analyze release notes, and NLTK for natural language processing of reviews under supervision of Dr. Kevin HongCollaborated with a co-researcher to broaden research scope, overseeing the development of GitHub repository and integration of coding processes and analytical methods

Designed LLM Python tool, generating configuration suggestions for cybersecurity analysts based on SaaS products' documentation Developed research on applications of generative text AI for product suite and internal operations to senior leadership which included automatic data cluster labeling and personalized user onboardingImplemented automatic written content editing and revision LLM spreadsheet tool for analysts to improve the quality of user-facing platform content, generating and statistically verifying 2,000+ custom alert messagesBuilt Java program to validate PII document scraping algorithms and Excel dashboard to collect statistics and construct confidence intervals to evaluate the efficacy of data scraping approaches