May - Aug 2025 Internship NVIDIA in Santa Clara, CA, USA: Technical Product Management for CUDA.
Jul - Sep 2024 Internship RIKEN Center for Computational Science in Kobe, Japan:
developed a tool to predict hardware failures occurrences in the Fugaku supercomputer using Generative AI. Explored different classification models (XGBoost, Random Forest and Decision Tree).
2023 - present Research Assistant Sandia National Laboratory: evaluated Darshan-LDMS, a tool to collect telemetry and I/O access information in large-scale systems for I/O benchmarks. Performed characterization of the Fugaku supercomputer usage and analyzed the usage of energy savings mechanisms. Currently, working with sustainable HPC.
2022 Research Assistant Argonne National Laboratory: evaluated the overhead and performance of Trusted Execution Environments (enclaves) for 9 distributed benchmarks exploring I/O, memory, CPU and network for AMD SEV (EPYC 7601) and AWS Nitro instances with AMD and Intel processors.
2018/19 Student Researcher National Institute for Space Research: Parallelized a clustering algorithm with OpenACC, using 2xNVIDIA Tesla K80, achieving up to 48x speedup compared to the serial CPU-only. Developed a web portal for remote execution of the algorithms.
2014 Census Taker Brazilian Institute of Geography and Statistics: interviewed the population for the Continuous National Household Sample Survey.