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Work Experience
Senior Data Scientist
Morningstar•  January 2023 - Present
My work revolves around developing cutting-edge tools for data extraction and information acquisition, leveraging Machine Learning and Deep Learning to parse (un)structure data from financial reports.
Data Scientist
Northwestern University•  October 2022 - January 2023
I worked on developing a suite of tools to enable access to court records and analytics. I designed, developed, and deployed machine/deep learning models for entity resolution, name entity recognition, and text classification.
Postdoctoral Fellow
Northwestern University•  November 2018 - October 2022
I designed and developed research projects in complex systems and data science. These projects included the prediction of link removals in transportation networks, research on the spreading of innovation in networks of specialists, and crime modeling in US cities. I was an instructor for NICO101/NICO401 - Introduction to Programming for Big Data (Fall 2021 and Fall 2022).
Postdoctoral Fellow
University of Sao Paulo •  April 2017 - October 2018
I led a project on a complex system approach for urban planning and development. I investigated changes in trade networks during financial crises; developed a model to detect anomalies in complex networks. I led a project in machine learning to predict inter-city commuting. I also modeled the complex network of politicians investigated in corruption scandals.
Research Assistant
State University of Maringa•  March 2013 - March 2017
I collaborated on many projects on complex social systems and statistical physics using data science techniques and statistical physics tools. Projects included the analysis of urban systems, crime in urban areas, and diffusion of particles and microorganisms. I worked on the modeling of Earthquakes and lightning activities.
Visiting Scholar
Northwestern University•  November 2015 - October 2016
I worked with an interdisciplinary team of biologists and computer scientists to develop computer vision software that can record the trajectories of various worms in a Petri dish. We collected data and investigated the behavior of C. Elegans as they age and how they behave under stress.
Education
Universidade Estadual de Maringá
Physics, PhD•  March 2014 - March 2017
Scale invariance and anomalous diffusion in urban and biological complex systems
Universidade Estadual de Maringá
Physics, MS•  March 2013 - March 2014
Statistical and dynamical patterns in homicides and urban metrics
Universidade Estadual de Maringá
Physics, BS•  March 2009 - December 2012
Computer simulation of complex systems
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