All projects across digital, spatial, and adaptive systems
Deep-dive analysis examining usability, adoption patterns, and target audience alignment
Intelligent workflow automation for client services
Adaptive interface design for immersive environments
Architectural visualization for development projects
Deep-dive analysis of digital interfaces, examining usability patterns, adoption barriers, and alignment with target audience needs. These assessments identify friction points and opportunities for strategic improvement.
Combining heuristic evaluation with user research to understand how real people navigate systems. I examine information architecture, interaction patterns, visual hierarchy, and emotional response to identify where interfaces succeed and where they create unnecessary complexity.
Detailed reports with actionable recommendations, competitive analysis, and strategic guidance for improving adoption and user satisfaction. Analysis includes both quantitative metrics and qualitative insights.
A service-based business was overwhelmed with repetitive client inquiries, taking time away from high-value interactions. They needed automation that didn't feel robotic.
To design an AI-powered system that could handle routine questions with warmth and personality while intelligently escalating complex situations to human team members.
Collaborated with AI engineers to develop prompt engineering strategies that maintained brand voice. Created decision trees that preserved human judgment at critical touchpoints while automating 70% of routine interactions.
Client satisfaction scores remained high while team capacity increased by 40%. The system felt helpful rather than limiting, with users often unaware they were interacting with AI initially.
An ongoing investigation into how spatial reasoning and 3D thinking can inform more intuitive digital interfaces. This work explores environments rather than screens, spaces users move through with intention.
Adaptive interface design that responds to context, AR/VR experiences that feel grounded rather than gimmicky, and systems that reduce cognitive load through spatial metaphors users already understand.
In active development. New case studies launching Q1 2025.
A developer needed to secure funding and pre-sell units for a 40-unit residential development before construction began. Traditional 2D plans weren't compelling enough to communicate the vision.
To create photorealistic visualizations that would allow potential buyers and investors to experience the space as if it already existed, building confidence in the project's viability and market appeal.
Using SketchUp, Revit, and Twinmotion, I developed immersive 3D environments that captured lighting conditions throughout the day, material textures, and spatial flow. Multiple viewing angles and unit configurations were rendered to showcase flexibility.
The visualizations enabled 60% pre-sales before construction began and helped secure full project financing. Stakeholders reported that the renders fundamentally changed how they understood and trusted the project.