Natalie Hall
With the same stories appearing across multiple newsletters in slightly different forms, I built an AI-powered digest system that identifies duplicate reporting, preserves the strongest version of each story, and transforms a crowded inbox into a cleaner, more useful reading experience.
To make AI-assisted development more reliable and repeatable, I designed a structured workflow that breaks work into small, verifiable steps using planning, validation, testing, and controlled execution instead of relying on vague prompting or guesswork.
I built an AI-powered portfolio assistant for this website that allows visitors to ask direct questions about my background, skills, and projects while demonstrating how I design structured, reliable AI systems with controlled agent behavior and deterministic logic.
Working across more than 625 dental websites, I handled everything from debugging fragile aging systems and troubleshooting production issues to accessibility improvements, UX decisions, compliance-sensitive implementations, and interpreting vague client requests into stable, user-focused solutions.
With only a logo to guide the direction, I developed a full aesthetic system based on intentional color choices and carefully curated imagery to create a consistent, luxurious, and story driven brand experience.
With repeating structural issues appearing across dozens of sites, I built a consistent process for diagnosing, documenting, and solving problems, resulting in smoother workflows and more predictable outcomes.
