Curriculum Vitae

Experience

• Lead Machine Learning Engineer, Nubank — applied research and production ML for AI agents at 100M+ user scale (evaluation-driven agent lifecycle, LLM-as-a-judge, prompt/harness optimization, simulation). Previously led ML for financial crime (risk and AML) and ML platforms across global expansion.
  

Education

• (2018–2025) Ph.D. in Computer Science and Computational Mathematics, University of São Paulo
• (2021–present) MBA in Project Management, University of São Paulo
• (2013–2018) BSc in Computer Science, University of São Paulo
  

Honors & Awards

• (2026) 2nd place — Concurso de Teses e Dissertações (CTD), Brazilian Computer Society (SBC). Thesis: Automating Machine Learning Pipeline Design via Metalearning. CTD 2026
• (2022) 2nd place — MetaDL competition, NeurIPS 2021
• (2018) Undergraduate with Honors in Computer Science (GPA: 9.2/10)
  

Technical Skills

Programming language:

• Python, R, Java, C#, C++, C, JavaScript

Machine learning skills:

• AI agents and LLM systems (evaluation, LLM-as-a-judge, prompt/harness optimization, simulation)
• supervised learning (classification, regression and multi-target)
• unsupervised learning (clustering, association)
• reinforcement learning
• time series forecasting
• AutoML (pipeline design, metalearning, transfer learning, few-shot learning, NAS)

Other

• Git, Linux OS, SQL, Jupyter

You can download my short CV here.