Simulation-Maxxing: How Nubank ships agents 20× faster with simulations
AI Engineer World's Fair 2026 · 16:29
Digital banking and financial services
Nubank provides digital financial services for individuals and businesses, with products controlled through a mobile app. Its Brazilian offerings include accounts for payments and transfers, credit cards without annual fees, loans, and Caixinhas, which help customers organize savings around specific goals. Nu Empresas serves business customers, extending the product family beyond personal finances.
Founded in São Paulo in 2013 by David Vélez, Cristina Junqueira and Edward Wible, Nubank remains led by Vélez as CEO. Its technical research includes nuFormer, a transformer approach that learns representations of customer behavior from transaction data containing both text and structured attributes. It combines those learned representations with existing tabular features; experiments on Nubank recommendation tasks found improvements without adding new data sources.
By Q2 2026, the company reported 139 million customers across Brazil, Mexico and Colombia, with an activity rate of 83.5%.
AI Engineer World's Fair 2026 · 16:29
AI Engineer World's Fair 2026 · 16:24
Affiliations reflect their AIE appearances, not necessarily current employment.
Start with this discussion to learn how synthetic evaluation data and automated prompt optimization fit into customer-support agent development.
Shreya Rajpal · Aman GuptaAI Engineer World's Fair 2026
Read this talk for how local and CI-integrated review turns security findings into pull-request feedback, remediation, or blocking.
Lucas PalmaAI Engineer World's Fair 2026
The joint discussion examines simulated customer personas and human-aligned metrics as ways to address bottlenecks in hand-curated evaluations and production A/B tests.
Lucas Palma frames skills, plugins, MCP servers, and agent rules as an expanded software supply chain. His talk describes Skill Vector’s combination of deterministic security checks and contextual LLM analysis.
Affiliations reflect each recorded session, not necessarily current employment. The simulation session is a joint Snowglobe–Nubank discussion.