Skills & Expertise

Combining psychology, research, and technology to create meaningful experiences

My interdisciplinary background allows me to bridge multiple domains and bring unique perspectives to complex challenges. I specialize in understanding human behavior and applying these insights to create technology that genuinely enhances people's lives.

Research Methods

User Interviews Usability Testing A/B Testing Surveys & Analytics Ethnographic Research Card Sorting Contextual Inquiry Journey Mapping Diary Studies Participatory Design AI-Assisted Analysis Digital Ethnography Multimodal Data Collection Remote Research Methods

I employ a diverse toolkit of research methodologies to gain holistic understanding of user needs, behaviors, and pain points. By combining qualitative and quantitative approaches with cutting-edge AI-assisted analysis techniques, I uncover deeper insights that drive evidence-based decision making. I specialize in designing research approaches that scale effectively while maintaining the richness of human stories, particularly through digital ethnography and hybrid in-person/remote methodologies.

Design & Prototyping

Figma Sketch Adobe Creative Suite InVision Prototyping Wireframing Information Architecture Visual Design Interaction Design AI Interface Design Multimodal Interfaces Accessibility Standards Design Systems

While my primary focus is research, I maintain strong design skills that allow me to effectively collaborate with designers and translate research insights into tangible design recommendations. I create prototypes to test concepts and communicate ideas. I specialize in designing interfaces for AI-powered systems that provide appropriate transparency, set accurate expectations, and build user trust. My prototyping work spans from low-fidelity wireframes to interactive experiences that simulate AI behavior.

AI & Technology

AI Literacy Machine Learning UX Ethical AI Design Conversational AI AI Adoption Frameworks Responsible AI Governance Human-AI Collaboration AI Explainability Retrieval-Augmented Generation Multimodal AI Systems LLM Evaluation & Testing

I specialize in the human side of AI, understanding how to design systems that complement human capabilities and earn user trust. My work focuses on creating AI experiences that are transparent, explainable, and aligned with human values. I’ve developed particular expertise in Retrieval-Augmented Generation (RAG) systems, responsible AI governance frameworks, and designing human-in-the-loop AI workflows that enhance rather than replace human decision-making.

Psychology & Analysis

Cognitive Psychology Behavioral Analysis User Psychology Mental Models Accessibility Inclusive Design Decision Making Human Attention Memory & Learning AI-Human Interaction Trust Calibration Cognitive Load Analysis Cross-Cultural Psychology

My background in cognitive psychology provides a scientific foundation for understanding how people think, learn, and make decisions. I apply these principles to design experiences that align with natural human cognition and behavior. I’ve developed specialized expertise in the psychological aspects of human-AI interaction, including trust calibration, appropriate cognitive load distribution between humans and AI systems, and designing for diverse mental models across cultures and demographics.