Oliver T. Williams

Mercor

• Conducted qualitative and visual evaluations of AI model outputs regarding UI/UX, visual hierarchy, and layout consistency.
• Evaluated visual/multimodal model responses against established design standards and functional criteria.
• Formulated detailed design tasks and provided structured feedback to refine model performance on design-centric requests.

• Evaluated, annotated, and curated complex datasets to support AI model training and fine-tuning.
• Maintained high data quality and throughput standards in structured evaluation and QA workflows.
• Formulated edge-case tasks and benchmarked model outputs against strict accuracy guidelines.

Thomson Reuters

• Reviewed and categorized sensitive tax data using Excel and internal software, consistently exceeding high-volume daily targets during peak tax season.

City of Shorewood

• Designed print and digital materials for city events including brochures, flyers, and social media graphics while ensuring adherence to municipal branding guidelines.
• Standardized all public forms by converting them into accessible fillable PDFs using Adobe Acrobat Pro to improve office efficiency.

Brushfactory.co

• Designed and shipped a responsive web application (HTML/Tailwind/JS) to convert digital illustration brushes across major platforms, executing the complete UI/UX and brand identity from the ground up.
• Built the backend conversion logic and test harness in Python to parse proprietary formats, measuring drift in brush size, spacing, and pressure response.