Lucas Gabriel Email & Phone Number

São Paulo, Sp, Br

Manaus, Amazonas, Brazil

• Research under Professor Rafael Giusti's guidance• Explored how parameters initializers affect the overall performance of Deep NeuroEvolutionary architectures by performing short and long-term experiments• Publications: EvoStar 2021, BRACIS 2022

Manaus, Amazonas, Brazil

• Project conducted under Prof. Eulanda Santos' guidance on SUPER — a multi-year project between SAMSUNG and Federal University of Amazonas that aims to bring research training for undergraduate and graduate students in diverse fields of Computer Science• Co-managed a team of 4 undergraduate students and their individual researches on Machine Learning applied to Healthcare

Manaus, Amazonas, Brasil

ICC204 - Machine Learning and Data Mining 1, with Professor Rafael Giusti, 35 students

Manaus, Amazonas, Brasil

• Team of 25• 3 years of research in partnership with TPV Technology, with support from Federal University of Amazonas• Co-responsible for defining the technical standard of the Artificial Intelligence research• Applied dozens Machine Learning techniques and Deep Learning models to detect anomalies on monitors and television screens• Managed to research, develop, train and test Deep Autoencoder architectures to segmantate only interest areas to support screen tests, reducing the… Show more • Team of 25• 3 years of research in partnership with TPV Technology, with support from Federal University of Amazonas• Co-responsible for defining the technical standard of the Artificial Intelligence research• Applied dozens Machine Learning techniques and Deep Learning models to detect anomalies on monitors and television screens• Managed to research, develop, train and test Deep Autoencoder architectures to segmantate only interest areas to support screen tests, reducing the total test time of products in 27% in a industrial environment• Reduced the total training time of AI models (applied to our scenario with the available dataset) in 1200% and made inference 100x faster, with a 4-GB GPU, at a semantic segmentation task• Publications: IEEE ICCE-Taiwan 2019, IEEE ICCE-Taiwan 2020, IEEE ICCE-Las Vegas 2021, IEEE ICCE-Taiwan 2021 Show less

• Research under Professor Elloá Guede’s orientation, at Intelligent Systems Laboratory• Studied how Tuberculosis affects in-prison population, black community, indigenous people and homeless population• Applied canonical Deep Learning architectures with fine-tuning and transfer learning to detect Tuberculosis on X-Ray images• Consolidated a unique dataset made with three different public datasets of X-Ray images of thoracic region with medical notation from Canada, China and… Show more • Research under Professor Elloá Guede’s orientation, at Intelligent Systems Laboratory• Studied how Tuberculosis affects in-prison population, black community, indigenous people and homeless population• Applied canonical Deep Learning architectures with fine-tuning and transfer learning to detect Tuberculosis on X-Ray images• Consolidated a unique dataset made with three different public datasets of X-Ray images of thoracic region with medical notation from Canada, China and India• Pulications: ENIAC 2018, ENCOSIS 2018 Show less

Manaus, Amazonas, Brasil

• Team of 5• Research under Professor Fábio Silva’s orientation• Co-created the first ever brazilian online library for scientific research papers with personal recommendation for users• Developed and integrated three main features of a recommendation system: collaborative filtering, hybrid filtering and a machine learning component with Entropy• Final system integrated within the intranet of the entire Amazonas State University (Amazonas State University is the largest multi… Show more • Team of 5• Research under Professor Fábio Silva’s orientation• Co-created the first ever brazilian online library for scientific research papers with personal recommendation for users• Developed and integrated three main features of a recommendation system: collaborative filtering, hybrid filtering and a machine learning component with Entropy• Final system integrated within the intranet of the entire Amazonas State University (Amazonas State University is the largest multi campus university of Brazil, present in 57 cities in the Amazonas State)• Publications: CSBSC 2017, ENCOSIS 2017, CACSI 2015 Show less

Msc In Computer Science, Focus On Bio-Inspired Algorithms Applied To Deep Learning (Deep Neuroevolution)

Advisor: Professor Rafael Giusti

Beng In Computer Engineering, Focus On Ai In Healthcare

Advisor: Professor Elloá Guedes Thesis: Deep Convolutional Neural Networks Applied to the Diagnosis of Tuberculosis • Results published.

Pedagogy