Work
Selected projects from our practice.
Personalized AI Collaboration Framework
2025
Designed a methodology for creating AI collaborators tailored to individual cognitive styles — moving AI from generic assistant to genuine teammate. The flagship implementation, Pemtu, is an AI project manager optimized for ADHD-aligned workflows and startup-speed execution.
Interaction Design AI Collaboration Cognitive Accessibility
Cultural Intelligence Evaluation Framework
2025
Built an evaluation system that moves beyond accuracy metrics to assess cultural bias, contextual appropriateness, and behavioral equity in AI systems — catching the issues that traditional benchmarks miss.
AI Evaluation Ethics & Bias Safety
AI Context & Memory System
2024
Designed a lightweight DSL that solves AI's statelessness problem — enabling natural conversation continuity without database overhead or wasted tokens. Achieved a 23% improvement in continuity scores during user testing.
Interaction Design Agentic UX Context Management