• Defined high-fidelity spatial protocols to capture complex human-AI behaviors.

• Calibrated R&D workflows against field constraints, resolving usability issues to optimize foundational AI model performance.

• Brought product design logic to the R&D team as the first designer to bridge complex engineering states with intuitive, human-centered interaction frameworks.

• Redesigned a real-time telemetry dashboard to orchestrate 300+ camera and IMU streams, boosting data integrity by 25%.

• Established multimodal error-recovery protocols, mapping end-to-end logic flows to minimize manual intervention and resolve pipeline bottlenecks.

• Strategized the product roadmap and MVP value proposition with the founder, designing an AI-driven suggestion engine that utilizes contextual prompt chips to guide user intent and manage real-time data states.

• Established a foundational UX specification and design system to ensure scalable interface growth.

• Scaled brand identity by building a unified design system and custom iconography library, ensuring visual consistency across digital platforms and print educational materials.

• Designed the end-to-end UX for a humane education program reaching 5,000+ students, contributing to a 74% growth in participation and 8.5M social impressions.

• Led end-to-end design for 20+ nonprofit and small business clients, delivering digital and print experiences that drove a $30K increase in annual fundraising revenue.

• Transformed web user insights and traffic data into optimized navigation flows, successfully reducing drop-off rates and boosting overall community engagement.