CV

Visiting Researcher

Probabilistic Machine Learning Group, Saarland University

Research in Performative Decision-making with Multiple Objectives.

Researcher Assistant

Recod.AI Lab, UNICAMP

Research in trustworthy machine learning, with a main focus in fairness and explainability.

Teaching Assistant

Universidade Estadual de Campinas

Teaching assistant for Mathematical Foundations of Computing and Algorithm Analysis.

Organization Committee

IV H.IAAC Workshop

Researcher Assistant

Hub of Artificial Intelligence and Cognitive Architectures (H.IAAC), UNICAMP

Researcher assistant under the theme of AI for Finance, working on the development of trustworthy Machine Learning models, specifically in fairness, explainability, and long-term fairness with incomplete information.

Organization Committee

Workshop for Thesis and Dissertations (WTD) 2025

Student Volunteer

ACM FAccT 2025

Organization Committee

III H.IAAC Workshop

Volunteer

UNICAMP DETIC "Perspectivas da IA Generativa"

Student Volunteer

ACM FAccT 2024

Researcher Assistant

Visual Data Science Lab (VDS), FGV

Study and development of visualization techniques for spatiotemporal data. Applied machine learning methods for understanding and forecasting deforestation in Amazonia.

Teaching Assistant

School of Applied Math, Fundação Getulio Vargas

Data Structures and Algorithms in Undergraduate and Master’s courses. Data Visualization in Ph.D course. Databases in the business education program.

Visiting Researcher

Visualization Imaging and Data Analysis Center (VIDA), NYU

Deep learning for predicting socioeconomic indices from remote sensing data.

Undergraduate Researcher

PICME/CNPq

Study of the relation between socioeconomic indexes and the results of students at ENEM. Research in the connection between causal inference techniques and machine learning methods.

PhD

Universidade Estadual de Campinas

Computer Science

MSc

School of Applied Math, Getulio Vargas Foundation

Mathematical Modeling

BSc

School of Applied Math, Getulio Vargas Foundation

Applied Mathematics

Registration and accomodation grant

ICML 2026

Registration and travel grant

ICLR 2026

First place team at E2LM Competition

Neurips Competitions 2025

Registration and travel grant, volunteer student

FAccT 2025

Registration grant

Algorithmic Fairness through the Lens of Metrics and Evaluation Workshop

Registration and travel grant, volunteer student

FAccT 2024

Registration and travel grant

TropProbAI

PhD Scholarship Holder

FUNCAMP

Scholarship Holder (PROSUP)

CAPES

Scholarship (tuition fee) holder in the Graduate Support Program for Private Education Institutions (PROSUP).

MSc Scholarship Holder

School of Applied Math (EMAP - FGV)

BSc Scholarship Holder

CDMC - FGV

Scholarship holder for the Center for the Development of Mathematics and Sciences (CDMC) of FGV. Selected due to performance at OBMEP.

Brazilian Public School Mathematics Olympiad (OBMEP)

National Institute of Pure and Applied Mathematics (IMPA)

Awarded with one gold, four silver and two bronze medals during the years of 2011 to 2017.

Brazilian Astronomy and Astronautics Olympiad (OBA)

Brazilian Society of Astronomy (SAB)

Participation with a bronze medal.

Long-term Fairness with Selective Labels

Algorithmic Fairness Across Alignment Procedures and Agentic Systems Workshop on ICLR

Navigating the Rashomon Set: The Impact of Score Distributions and Decision Thresholds on Model Agreement

Algorithmic Fairness Across Alignment Procedures and Agentic Systems Workshop on ICLR

Best Practices for Responsible Machine Learning in Credit Scoring

Neural Computing and Applications

M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness

ACM Conference on Fairness, Accountability, and Transparency

Also presented at the Algorithmic Fairness through the Lens of Metrics and Evaluation Workshop on Neurips 2024.

Granularity at Scale: Estimating Neighborhood Socioeconomic Indicators from High-Resolution Orthographic Imagery and Hybrid Learning

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

MoReVis: A Visual Summary for Spatiotemporal Moving Regions

IEEE Transactions on Visualization and Computer Graphics