Portfolio

Augusto Lustosa

I'm a experienced computer scientist with more than 9 years working with machine learning projects. I also have experience as software engineer.

Experience

Postdoctoral researcher

Unicamp

Posdoctoral researcher in the project: Machine-Learning development for Analysis of Complex Production data in a Pre-Salt carbonate field.

2022 - now

Professor

Estácio

Professor of computer science

2022 - 2022

Full Stack Developer: Laravel - Vue - Node - Angular

Cloud++ - Netherland company - REMOTE
  • I worked as a full stack developer creating/modifying new features in the backend and frontend of a CRM used by a global company.
  • In the backend I created, modify, and deploy APIs, in develop, QA, and production environments as well as in the frontend.
  • Version control of our code using git
  • Used Docker for control of code among the developers
  • Jira Software for program management
  • Slack for communication
  • Communication in English
2020 - 2021

Machine learning engineer

Intelit Smart Group - SEFAZ-PI
  • I worked as machine learning engineer modeling and putting into production an AI module(for a CRM) to process large amounts of data extracted from receipts.
  • The aim of this project was to calculate the average price of products sold in State of Piaui. The AI module was responsible to classify different descriptions of products in receipts.
  • Used prepossessing tools like numpy and pandas to clean the data and perform experiments to select the best algorithm.
  • The system developed used kafka to receive the data in topics and pyspark to classify each description of product extracted from receipts. The final output were saved in a noSQL database(HBASE).
  • For visualization I developed dashboards in PowerBI. Our client needs to check the average prices and evaluate possible company fr
  • Communication in Portuguese.
2019 - 2020

Education

University of Campinas

Posdoctoral research

www.unicamp.br

October 2022 - now

Federal University of Rio Grande do Norte

PhD in computer science

www.ufrn.br

May 2013 - August 2018

State University of Rio Grande do Norte

Master in computer science

www.uern.br

March 2011 - March 2013

Federal Institute of Technology of PIaui

Graduation in technology of software development

www.ifpi.edu.br

May 2006 - December 2010

Publications

LUSTOSA FILHO, JOSE AUGUSTO S. ; CANUTO, ANNE M.P. ; SANTIAGO, REGIVAN HUGO NUNES
Investigating the impact of selection criteria in dynamic ensemble selection methods.
EXPERT SYSTEMS WITH APPLICATIONS , v. 106, p. 141-153, 2018.

LUSTOSA FILHO, JOSE A. S. ; CANUTO, ANNE M. P. ; XAVIER, JOAO C.
An analysis of diversity measures for the dynamic design of ensemble of classifiers. In: 2015 International Joint Conference on Neural Networks (IJCNN), 2015, Killarney.
2015 International Joint Conference on Neural Networks (IJCNN), 2015. p. 1.

LUSTOSA FILHO, J. A. S. ; MOURA, I. B. G. ; PINTO, J. P. F. ; COSTA, R. D.
Umd aplicativo social para localização de doadores e receptores de sangue utilizando a plataforma OpenSocial.
Revista Brasileira de Computação Aplicada , v. 4, p. 12-24, 2012.

LUSTOSA FILHO, JOSE AUGUSTO S. ; PINTO, J. P. F. ; MOURA, I. B. G.
Neural Estimate: uma ferramenta para a estimativa de custos de software.
Escola Regional de Computação dos Estados do Ceará, Maranhão e Piauí, 2011, Teresina. ERCEMAPI 2011, 2011.

LUSTOSA FILHO, JOSE AUGUSTO S. ; MOURA, I. B. G.
Test Driven Development como técnica na redução de falhas e na melhoria da qualidade de software.
In: III ENCONTRO UNIFICADO DE COMPUTAÇÃO, 2010, Parnaíba. III ENUCOMP, 2010.