Design & User Experience Topics
User experience design, frontend architecture, and design systems. Includes UX principles, accessibility, and design documentation.
Research Planning and Fieldwork
Designing and running a rigorous study end to end: formulating research objectives and hypotheses, choosing qualitative vs quantitative and mixed-method approaches, and designing research instruments, then defining a sampling and recruitment strategy and executing the fieldwork. Covers screening, scheduling, and data-collection logistics, sample-size reasoning, avoiding method and recruitment bias, and trading speed against rigor. The planning-and-execution discipline that determines whether findings are trustworthy.
Research Synthesis and Insight Communication
Turning raw research data into decisions: qualitative coding, affinity mapping, thematic analysis, and translating observations into insights and design implications. Covers building research artifacts, presenting findings with impact, and driving stakeholders to act on evidence. The bridge from data to influence.