Career Profile

Python developer and MSc student of Biomedical Engineering with an Electronics Engineering background. I have experienced with Python with more than 5 years, Machine Learning with about 4 years, biomedical (and electronic) instrumentation with more than 2 years, biomedical signal acquisition with more than 2 years, digital signal processing with more than 2 years, and many others. Self-taught, committed, and a fast learner. I natively speak Portuguese, basic French and Spanish, and I’m fluent in English.

Experiences

Python developer

September 2019 - present day
Coopersystem

Web systems development with Python using Django and Django REST Framework.

Private teacher

January 2019 - present day

Review lessons on academic subjects, such as calculus, digital electronics, and programming and writing of high school supplemental material.

Scholarship Holder

March 2018 - September 2019
Coordenadoria de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Scholarship holder of the Postgraduate Program in Biomedical Engineering of the Gama Faculty, University of Brasilia (PPGEB FGA-UnB). Research field: Analysis and development of health and intelligent systems.

Voluntary Teacher

October 2018 - December 2018
Gama Faculty, University of Brasilia (FGA-UnB)

Teacher of the Laboratory of Digital Electronics 1 course.

Teaching Intern

March 2018 - July 2018
Gama Faculty, University of Brasilia (FGA-UnB)

Lectures given on the Artificial Intelligence course about Artificial Neural Networks and Genetic Algorithms.

Python Developer

September 2017 - February 2018
LoopKey

Development of communication, automation, and control systems via Bluetooth on embedded Linux systems with Python.

Scholarship Holder

January 2016 - January 2017
Fundação de Apoio a Pesquisa do Distrito Federal (FAP-DF)

Scientific iniciation scholarship holder for the Laboratory of Health Informatics (Laboratório de Informática em Saúde - LIS) of the University of Brasilia (UnB) on the project of technological development for the adaptation of artificial limbs on transfemural amputees, working with electronics circuit design, Python, and applied Machine Learning models.

Scholarship Holder

September 2014 - August 2015
Coordenadoria de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Exchange student and scholarship holder for the Science without Borders program of the Brazilian Government on the Budapest University of Technology and Economics (BME).

Projects

Under construction.

Publications

Those are all the publications I have taken part so far.

Human Knee Simulation using Multilayer Perceptron Artificial Neural Network
Guimarães, I.J.A.; Lima, R.A.; Marães, V.R.F.S.; Brasil, L.M.
XXV Congresso Brasileiro de Engenharia Biomédica – CBEB. 2016
Classificação de padrões de marcha utilizando-se de diferentes algoritmos de aprendizado de máquinas
Junior, J.L.F.S; Sousa, B.S; Guimarães, I.J.A.; Marães, V.R.F.S.; Brasil, L.M.
Anais do V Congresso Brasileiro de Eletromiografia e Cinesiologia e X Simpósio de Engenharia Biomédica. 2017
CLASSIFICAÇÃO DO POTENCIAL DE AÇÃO MUSCULAR ATRAVÉS DE TÉCNICAS DE APRENDIZAGEM DE MÁQUINAS APLICADAS À sEMG
Junior, J.L.F.S; Guimarães, I.J.A.; Lima, R.A.; Sousa, B.S; Brasil, L.M.; Marães, V.R.F.S.
Anais do V Congresso Brasileiro de Eletromiografia e Cinesiologia e X Simpósio de Engenharia Biomédica. 2017
PROCESSAMENTO E ANÁLISE DE INTERVALOS R-R PARA A VARIABILIDADE DA FREQUÊNCIA CARDÍACA
Sousa, B.S; Guimarães, I.J.A.; Junior, J.L.F.S; Souza G.S.L.; Brasil, L.M.; Marães, V.R.F.S.
Anais do V Congresso Brasileiro de Eletromiografia e Cinesiologia e X Simpósio de Engenharia Biomédica. 2017
Predicting knee angles from video - an initial experiment with Machine Learning
Guimarães, I.J.A.; Lopes, R.M.; Junior, J.L.F.S; Sousa, B.S; Marães, V.R.F.S.; Brasil, L.M.
XXVI Congresso Brasileiro de Engenharia Biomédica – CBEB. 2018

Skills & Proficiency

Python

Machine Learning

Electronics & Instrumentation

Digital signal processing

Matlab & Octave

Shell Script

C & C#

Arduino

Julia

LaTeX