Samuel Aridi

About Samuel Aridi

I\'m a data science graduate student at the University of Virginia with a background in applied statistics and economics. I’m passionate about using data to uncover insights that drive smarter policy, improve organizational performance, and inform strategic decisions. My experience spans public policy research, economic impact analysis, healthcare data quality assurance, and operational efficiency.Currently, I work at the Weldon Cooper Center, where I analyze the economic and energy impacts of data centers on regional economies. I also serve as a data analyst at BioKind Analytics, leading quality assurance efforts for pediatric healthcare data, and hold multiple administrative and leadership roles at UVA. My technical skill set includes Python, R, SQL, STATA, SAS, Tableau, and machine learning tools like Random Forests and Neural Networks.Whether it’s modeling Olympic bid outcomes, evaluating workforce policy, or managing multi-thousand-dollar budgets for conferences and organizations, I’m always looking to blend rigorous analytics with real-world application. I’m especially interested in data-driven strategies that support public service, health equity, and sustainable economic development.Let’s connect if you’re working at the intersection of data, policy, and innovation, or if you\'re just as excited about using analytics to make an impact.

Experience

1. Ai Developer

   Handshake

   Nov 2025 — Present

   During this role, I focused on developing and evaluating domain-specific prompts to measure how well large language models perform within specialized scientific areas. I analyzed model outputs for accuracy, clarity, and depth, ensuring that responses aligned with established scientific standards. Through expert review and iterative feedback, I contributed to enhancing AI understanding of complex biological concepts. I also conducted independent research to support prompt design, evaluation, and continuous improvement of model performance.

Education

• University of Virginia

  Master of Science - MS, Data Science

• University of Virginia

  Bachelor of Arts | BA, Applied Statistics (Concentration in Data Science) and Economics