Alexandre Henrique Pereira Tavares

Education
  • February 2020 - Present, Ph.D. in Electrical Engineering, Federal University of Uberlandia (UFU), Brazil.
  • April 2022 - April 2023, Temporary Doctorate researcher, Villanova University, PA, USA.
  • February 2018- February 202, MSc. in Electrical Engineering, Federal University of Uberlandia (UFU), Brazil.
  • August 2015 - July 2016, B.Sc. in Biomedical Engineering (exchange student), Polytech Lyon, France.
  • November 2012- December 2017, B.Sc. in Biomedical Engineering, Federal University of Uberlandia (UFU), Brazil.
Short Bio

Machine Learning Engineer and ongoing Ph.D. student in the field of Machine Learning applied to Anomaly Detection with a strong mathematics and statistics background. Experienced in unsupervised, supervised, and semi-supervised learning algorithms to perform classification, regression, clustering, time-series forecasting, data compression, natural language processing, and other data-driven problems.

Research Area

Machine Learning, Time-series Forecasting, Natural Language Processing, Anomaly/Fraud Detection.

Work Experience
  • Machine Learning Engineer, Logspace AI, Brazil. Responsibilities: Time-series analysis, and Natural Language Processing tasks. April 2023 – Present.
  • Research intern, Villanova Center for Analytics of Dynamic Systems, April 2022 - April 2023.
  • Data Scientist, Logspace AI, Brazil. Responsibilities: Fraud Detection and Time-series analysis. March 2021 – October 2021.
  • Research Data Scientist, Petrobras gas and oil Inc., Brazil. Responsibilities: Anomaly detection for rotary machines. August 2019 - April 2023.