Main
Lucas Ferreira Paiva
Motivated data scientist with 3+ years of experience. Passionate about building models that fix problems. I believe that a diversified training goes beyond technical knowledge, providing a more humanistic and integral vision.
Education
current2020
Master in Computer Science
Department of Informatics – Center for Exact and Technological Sciences – Federal University of Viçosa Viçosa, MG, Brazil- CAPES Scholarship 2020-2022
- Research project: Automatic Rhythm Estimation to Assist the Deaf in Learning Forró Dance
current2022
Specialization in Data Science for the Aeronautical Industry
Informatics Center – Federal University of Pernambuco Recife, PE, Brazil- Fade-UFPE Scholarship 2022-current
20202014
Bachelor degree in Electrical Engineering
Department of Electrical Engineering – Federal University of Viçosa Viçosa, MG, Brazil- FUNARBEN Scholarship 2017-2018 and 2018-2019.
- Undergraduate Thesis: Forró musical bar estimation using multilayer perceptron network. Advisor: Rodolfo Neves.
Selected Projects
current2019
Music recognition tool to assist in the teaching and practice of forró for Deaf people
Federal University of Viçosa Viçosa, MG, Brazil20222020
Use of artificial intelligence for scientific competitions and dissemination: “NIASIA” Team
Department of Electrical Engineering – Federal University of Viçosa Viçosa, MG, Brazil- A multidisciplinary team that participates in AI competitions on the Kaggle platform.
20192016
Towards an Effective Learning: Evaluating the efficiency of alternative strategies in ecology teaching
Federal University of Viçosa Viçosa, MG, BrazilDisclaimer
Made w/ pagedown and datadrivencv.
Source code: github.com/lucas-fpaiva/resumeL.
Last updated on 2022-07-15.
Teaching Experience
2022
Teaching Assistant (TA) - Course: Undergraduate Thesis Project - Bachelor Program in Electrical Engineering
Department of Electrical Engineering – Federal University of Viçosa Viçosa, MG, Brazil2021
Teaching Assistant (TA) - Course: Signals and Systems Electrical Machines II - Bachelor Program in Electrical Engineering
Department of Electrical Engineering – Federal University of Viçosa Viçosa, MG, BrazilSelected Oral Communications
2021
Uso de aumento de dados em modelos convolucionais de classificação de sons ambientes: Uma breve revisão
Simpósio de Integração Acadêmica Online2020
Uso de inteligência artificial para estimar a duração do compasso de músicas de forró
Simpósio de Integração Acadêmica Online2019
Ferramenta de Sinalização do Andamento de Músicas de Forró para Surdos
Setembro azul sobre a inserção no mundo acadêmico: e os surdos, onde estão? Viçosa, MG, BrazilScientific Publications
2022
Towards a device for helping deaf people to dance: estimation of forro bar length using artificial neural network
IEEE Latin America Transactions- Manuscript detailing a model that was able to estimate the length of the forro music bar length, even with real noise.
- DOI: 10.1109/TLA.2022.9757740
2021
FluxPRT: An Adaptable and Extensible Proteomics LIMS
Advances in Bioinformatics and Computational Biology2020
Estimação do compasso musical do forró utilizando rede perceptron multicamadas
XXIII Brazilian Conference on Automation (CBA)- Manuscript detailing a estimation of the bar lenght in forró songs using a multilayer perceptron network.
- DOI: 10.48011/asba.v2i1.1331