Portfolio · 2026
AI · Complex Systems · Regulated Industries
I design AI-powered products for complex, high-stakes environments — where dense information, regulation and accountability shape every decision.
Based in Brazil · Italian / EU Citizen · Open to international opportunities
Selected work
Designing products where AI, data, regulation and people intersect.
About
Ayrton Bagni
Senior Product Designer · AI & Complex Systems
I design AI-powered products for complex, high-stakes environments — where every decision needs to be traceable, defensible and easy to trust.
I am a Product Designer working on complex digital products, with a particular focus on human-in-the-loop AI, dense information architecture, regulated and high-stakes environments, data products and accessibility.
My background combines Product Design with applied research, and with years spent inside domains where outputs must be traceable, defensible and auditable.
This combination allows me to approach products not only from the interface perspective, but also from the perspective of systems, rules, stakeholders, information and decision-making.
Products like SCM.ai, GECAP, IQ and UFG Talent Matching are examples of that work: AI-assisted platforms for complex, regulated environments — compliance and regulatory cost analysis, large-scale knowledge management, data intelligence and explainable matching systems — built through the Federal University of Goiás innovation ecosystem.
Testimonials
Recommendations from designers and collaborators I have worked with on product teams.
One of the most proactive and organized professional I know. I had the opportunity to be part of two projects with Ayrton and both times he immediately organized the tasks and directed the team. He played a fundamental role as a good leader and, whenever necessary, made himself available to help teams with tasks that were not necessarily his direct responsibility. He is also a very studious and communicative guy, and at every opportunity he came with new knowledge to add to the teams. It was a pleasure working with you, Ayrton.
Ayrton is an excellent professional, always very creative and responsible. In addition to all his qualities, he is very proactive and committed to the development of his work.
I had the pleasure of doing the final work of the product designer course with Ayrton. He is an agile and practical person. He knows how to motivate and direct his teammates. Ayrton has the essential characteristics of a good leader and a great designer.
Experience
CIAP — Center for Interinstitutional Collaboration on AI Applied to Public Policy
Federal University of Goiás
2022 — Present
Brazil · Remote
Lead Product Designer working on AI-powered digital products developed through the Federal University of Goiás for public-sector institutions and policy initiatives in Brazil.
Bagni Box
Entrepreneurial experience · operations and customer experience
Research experience in Public Management
Federal University of Goiás
Product Design + applied research experience — a differentiator when designing for regulated, high-stakes environments.
Brazilian-based Product Designer with Italian / European Union citizenship, open to relocation and international opportunities across Europe.
Contact
I'm open to international Product Design opportunities, particularly in AI, RegTech, HealthTech, data products and complex, high-stakes systems.
