Tiffany W.

I help teams evaluate, validate, and improve AI, research, and data outputs using structured judgment and clear criteria. I specialize in work that requires accuracy, consistency, and independent decision-making — including AI evaluation, data quality assurance, research review, and rule-based analysis. I am comfortable working within defined guidelines, applying rubrics consistently, and documenting decisions clearly in environments where precision matters. My background combines scientific reasoning and financial structure. I hold a B.S. in Organismal Biology and am completing an MBA in Accounting (June 2026). I have paid contract experience evaluating AI and structured data, where careful judgment, attention to detail, and adherence to standards were critical to success. I also bring several years of teaching experience, which strengthens my ability to interpret criteria, apply evaluation frameworks, and communicate findings clearly. This translates directly into high-quality QA, validation, and review work. I work best on projects that value clarity, accuracy, and thoughtful analysis over speed alone, and I am reliable in long-term or repeat contract settings.