Projects
Master Thesis
I tested synthetic research across four user testing methods by comparing responses from 275 real users to 1644 GPT on eight different settings.
UX Research
Submitted for CHI 2025
LLMs
Foodflow
Mobile and web app created to support Milanese food aid NGOs organise their distribution logistics and inventory. The new app reduces inventory update time by half.
Product Design
UI Design
Predictive Models
SereneSense
Mobile and web app created to support Milanese food aid NGOs organise their distribution logistics and inventory. The new app reduces inventory update time by half.
Interaction Design
Published at Springer
Voice Assistantes
Leroy Merlin: Byeboard
Web app designed to help HR during offboarding. The platform collects discreet feedback from exiting employees and produces insights on how to increase employee retention.
Product Design
UI Design
Business Intelligence
Master Thesis: Synthetic UX
Addressing the contentious debate on whether AI will replace user research, I tested synthetic research across four user testing methods by comparing 275 real users answers to 1644 GPT instances. Findings show that with proper settings, LLMs can mirror human attitudes but still have relevant discrepancies in simulating behaviors. We discuss the implications of using LLMs in UX Research and suggest ways designers can explore synthetic testing without compromising human-centered design.
UX Research
Submitted for CHI 2025
Foodflow
Mobile and web app created to support Milanese food aid NGOs organise their distribution logistics and inventory. The new app reduces inventory update time by half and leverages AI to predict food donations and improve planning.
Product Design
Machine Learning
UI Design
Leroy Merlin: Byeboard
Web app designed to help human resources during employees offboarding. The platform collects discreet feedback from exiting employees and produces insights on how to increase employee retention. After this project, company's reputation increased by 39% in Glassdoor.
Product Design
UI Design
Mōwa
Smart device created to give coworking spaces more versatility and respective mobile app designed to control the device. The product-service system allows users to control the lighting and sound of their working stations and pair them to other stations to enable group work, while providing a B2B solution for organizations adopting open offices. This project was awarded bronze medal by the World Brand Design Society in the category of Workspaces.
Product Design
Smart Devices
Service Design
Pomar Solidário
Self-service designed to reduce food waste in small community of Brasilia, Brazil. The service connects fruit and vegetable producers to local NGOs to redirect produce surplus, curbing the community's annual food loss in 1 ton per year and their carbon footprint in 2.5 tons per year. The project won gold medal in the Brazil Design Award in the category of Positive Impact.
Service Design
Positive Impact
Articles & Research
Bias in UXML
Presentation and research summary about the co-shared responsability of designers in preventing Machine Learning biases in product and service experiences.
UX Design
Machine Learning
Academic Research
Design for Social Impact
Article about Design for Social Innovation published in the 4th edition of the Young Leaders Program book. The original publication was printed in large scale and made available only in Portuguese.
Social Innovation
Publisheder
Voice Assistants
Master Thesis
I tested synthetic research across four user testing methods by comparing responses from 275 real users to 1644 GPT on eight different settings.
UX Research
Submitted for Publication
LLMs
SereneSense
SereneSense, a voice assistant designed to help families monitor their elderly while respecting their privacy and independence. Our framework provide proactive data privacy check‐ins, reduces false alerts for caregivers, and offers gradual settings to cover different levels of memory loss.
Interaction Design
Published at Springer
Voice Assistants