Evaluate accessibility and usability
Examine a website or product through authorized access and present observations and proposed improvements within an agreed scope.
Meet the person building Kuaapy
Architecture and firsthand experience for better AI
I am a systems architect, researcher and security specialist. I am building Kuaapy to turn questions from real AI use into research, evaluations and proposed improvements for products and models.
Architecture experience, the perspective of someone who uses AI
I bring years of experience in systems architecture and security to my AI research. I follow the evolution of assistants, compare interactions and examine how context, language and interfaces affect real work. I consider both the structure of a solution and the effort it asks of the person using it.
I am developing Kuaapy independently. The articles and situations explored in the blog show the questions guiding this work. My contribution connects technical knowledge with firsthand experience of accessibility barriers and attention to neurodivergence and different ways of communicating.
What I can contribute to your organization
Investigate behavior and context
Explore how an assistant handles corrections, voice, task continuity and the need for clear, accessible explanations and useful alternatives.
Research a need in your product
Connect a concrete question with contextualized accounts, comparisons and evaluation of alternatives, in dialogue with the people who can act on the findings.
From your product question to useful observations
I can contribute accessibility and usability evaluations, research into assistant behavior or an investigation focused on a need in your product or model. We begin by agreeing on the question and how the work can help your team.
Define the question
Align the objective, relevant use cases, authorized access and the scope of the work.
Investigate the experience
Examine contextualized accounts, compare interactions and evaluate alternatives with attention to accessibility and neurodivergence.
Make findings useful
Bring structured observations, research questions and proposed improvements into a dialogue with product, engineering, accessibility or model teams.
Scope, deliverables, timelines and any meetings are agreed before formalizing the collaboration. Supporting research does not guarantee a particular finding or product result.
Independent research, clear collaboration
- Support does not determine research conclusions or grant editorial veto rights or automatic endorsement of the supporting organization.
- Private personal stories and internal data are not a sponsorship benefit. Any use of research material depends on the applicable permissions and conditions.
- Before formalizing the collaboration, we agree on scope, deliverables, timelines, contact schedules and brand use for the selected option.
Let’s discuss what your organization needs
Bring an accessibility challenge, an interaction you want to understand or a research question. I can present my work and discuss a collaboration with your product, engineering, accessibility or model team, including your contracting requirements.
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