Experience

Funcate

• Brazil
• Facilities Services
• 1 - 100 Employee

• Grant Holder

  • Sep 2021 - Present

  - Development of an agriculture map for Brazil’s semi-arid region with machine learning and Sentinel time series - Experience processing large amounts of data in the form of time series - Development of Deep Learning algorithms with TensorFlow in Python - Data preprocessing with Google Earth Engine - High independence - Development of an agriculture map for Brazil’s semi-arid region with machine learning and Sentinel time series - Experience processing large amounts of data in the form of time series - Development of Deep Learning algorithms with TensorFlow in Python - Data preprocessing with Google Earth Engine - High independence



Instituto Nacional de Pesquisas Espaciais

• Research Services
• 200 - 300 Employee

• Masters Candidate

  • Feb 2019 - Jul 2021

  - Development of a novel Deep Learning algorithm with the combination of LSTM and U-Net - Study of vegetation phenology to understand changes in canopy in order to create training samples and validate results - Processing of large amounts of data from different sources using python, like creating time series and applying gap-filling algorithms - Results published in Remote Sensing (MDPI journal) - Very strong understanding of Remote Sensing fundamentals and data - Master thesis, articles and presentations in English - Symposiums attendance Show less



Coordenadoria de Educação Aberta e à Distância - CEAD

• Viçosa, Minas Gerais, Brazil

• Grant Holder

  • Aug 2017 - Jul 2018

  - Worked developing a Julia package to apply image enhancement techniques to satellite images. - Worked developing a Julia package to apply image enhancement techniques to satellite images.