Talks

Map of all the places I've given a talk

Machine Learning: foundations and video applications

March 05, 2020

Video Analytics Academy, Remote - online (Accenture-Brazil), Belo Horizonte, MG, Brazil

Two classes (about 1 hour each with questions and answers) at the Video Analytics Academy of Accenture. The first class presented: introduction on machine learning, differences between traditional machine learning and deep learning, preparing the dataset for a learning problem, and main aspects of an artificial neural network. Organized the second class to have three parts, with an overview of different video applications with deep learning, and two hands-on applications (these two workshops were presented by two colleagues).

Machine Learning Applications: from Astrophysics to Industry Videos

March 05, 2020

Applied Computing Seminar, National Institute for Space Research (INPE-Brazil), Sao Jose dos Campos, SP, Brazil

Oral talk (≈ 1 hour with questions and answers) at the Applied Computing Seminar divided into two parts. The first part was about my PhD research, comparing traditional machine learning and deep learning applied to galaxy morphology. On the second part, I talked about computer vision and video analytics projects I’ve been working on at the Accenture’s Applied Intelligence division.

Node.js Tutorial

May 16, 2016

Company tutorial, Federal University of Pernambuco (UFPE), Recife, PE, Brazil

Tutorial covering the whole basics of Node.js (link).

Graph Alignment: Investigating ConceptNets Alignment for Machine Translation

September 09, 2009

Workshop poster, São Paulo University (USP), São Carlos, SP, Brazil

Poster presenting initial investigation about ConceptNets alignment for machine translation in the Scientific Initiation Workshop in Information and Human Language Technology (TILic), constituent event at the 7th Brazilian Symposium in Information and Human Language Technology (STIL) - link.