Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 15 /hr

★★★★★

☆☆☆☆☆

Hire David P.

Brazil

USD 15 /hr

Profile Summary

David Pinto received his undergraduate degree in Control Engineering from Federal University of Minas Gerais (UFMG) - Brazil in 2013, when he awarded a silver medal for the undergraduate highest academic standing. In 2015 he earned his Master's degree in Computational Intelligence from the same university. Now he is working as Chief Data Scientist at Nexer Labs, a company that provides big data solutions for telematics data. His main research interests are unsupervised learning, neural networks, data visualization, regularization and big data. David is the author and maintainer of the open source projects: fastknn, a KNN classifier library for large datasets, and machine learning animations, a website containing many animated visualizations which allow understanding how machine learning algorithms behave.

Subject Matter Expertise

• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Statistics

Services

• Data & AI

Work Experience

Chief Data Scientist

Nexer Labs

January 2015 - Present

Software Engineer

Fundação Christiano Ottoni

August 2013 - December 2014

Web Developer

Accenture Brazil

September 2012 - June 2013

Education

Master's Degree in Computational Intelligence (Electrical Engineering)

Universidade Federal de Minas Gerais

August 2013 - Present

Control Engineer (Electronic Engineering)

Universidade Federal de Minas Gerais

August 2008 - July 2013

Certifications

• Certification details not provided.

Publications

CONFERENCE PAPER

Pinto, David and Lemos, Andre P and Braga, Antonio P and Horizonte, Belo and Gerais-Brazil, Minas(2015). An affinity matrix approach for structure selection of extreme learning machines. Proceedings. p. 343.

David Pinto and Andr\’{e} P. Lemos and Ant\^{o}nio P. Braga(2013). Seleção de Arquiteturas Neurais Autoassociativas pela Afinidade entre Matrizes. Anais do 11 Congresso Brasileiro de Inteligência Computacional. p. 1-6. SBIC

JOURNAL ARTICLE

Pinto, David and Lemos, Andr{\'e} P and Braga, Ant{\^o}nio PSELECAO DE NEURˆONIOS ESCONDIDOS EM MAQUINAS DE APRENDIZADO EXTREMO USANDO F-SCORES.