History at CNPq
Research Group Directory |
Bruno Henrique Dourado Macedo Pursuing
a bachelor's degree in Physics Engineering at the Federal University of
Latin American Integration (UNILA), I have steered my academic journey
towards exploring interdisciplinary subjects and acquiring a wide range
of skills.My quest for knowledge spans diverse areas. I participated in
the course "Machine Learning Foundations: A Case Study Approach" at the
University of Washington, USA, and completed the course "Introduction to
Computer Science with Python Part 1" at the Institute of Advanced
Studies - USP, Brazil. Additionally, I possess skills in languages like
C, PHP, and Java, and actively participated in web development
projects.My passion for research is evident in projects like "Exoplanet
Identification using Machine Learning Techniques" and "Automatic
Exoplanet Detection using Machine Learning Algorithms." My commitment to
applying advanced analytical methods in space exploration and seeking
new knowledge is unwavering.Furthermore, I had the privilege of serving
as a teaching assistant in the subjects "Calculus 1" and "Financial
Mathematics" in the semester of 2020.1, and in the "Basic Mathematics
Teaching Project" in the semester of 2020.2, sharing my knowledge and
supporting my fellow students. In the semester of 2023.1, I am also
providing teaching assistance in General Physics for Biology.I highlight
the achievement of winning the Best Extension Project award from
CREA-PR in 2023, for the project "Electrochemistry is Within Your
Reach," developed in collaboration with Renata Olmedo Benedet. I also
received an honorable mention in 2022, both in this project and in my
Scientific Initiation, where I dedicated myself to Machine Learning
research for exoplanet detection using NASA data.Currently, my
dedication is focused on relevant projects. I am a member of the
research group "Data Mining in Time Series" at UNILA, and I participate
in projects such as "Influence of Wavelength during Photochemical
Synthesis on the Morphology and Physical Properties of Silver
Nanoparticles," "Exoplanet Identification using Machine Learning
Techniques," and "Automatic Processing of Light Curves for Exoplanet
Identification."Committed to expanding horizons and making significant
contributions to science and technology, I continue my journey with
enthusiasm, seeking to face challenges and apply my knowledge in an
impactful manner. Additionally, I served as the president of the
Academic Center of Physics Engineering (CAENFIS) in the years 2022-2023,
and I was vice-president in the years 2021-2022.
Last updated 11/15/2023
Address to access this CV: https://lattes.cnpq.br/7842985016416991 ID Lattes:7842985016416991 15/11/2023
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Personal Information
| Name | Bruno Henrique Dourado Macedo |
| Bibliographic Citation | MACEDO, B. H. D.;BRUNO H. D. MACEDO;BRUNO HENRIQUE DOURADO MACEDO;BRUNO H. D. M.;BRUNO MACEDO;DOURADO MACEDO;Dourado Macedo;Bruno Macedo |
| Professional Address | Universidade Federal da Integração Latino-Americana, INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA. AC Parque Tecnológico Itaipu Conjunto B 85867970 - Foz do Iguaçu, PR - Brasil Phone: (45) 998369843 Website URL: https://brunohdmacedo.engineer/ |
Formal Education/Degree
| 2020 | Graduation in progress in Engenharia Física
.
Universidade Federal da Integração Latino-Americana, UNILA, Brasil. |
| 2014 incomplete | Graduation discontinued
in 2016 in Ciências da Computação
.
FAM CENTRO UNIVERSITARIO, FAM, Brasil. Year of interruption: 2016 |
| 2012 incomplete | Graduation discontinued
in 2014 in Análise e Desenvolvimento de Sistemas
.
Centro Universitário das Faculdades Metropolitanas Unidas, FMU, Brasil. Year of interruption: 2014 |
Complementary Education
| 2022 - 2023 | Continuing education in Centro Acadêmico de Engenharia Física (CAENFIS). (Credit
hours: 30h). Universidade Federal da Integração Latino-Americana, UNILA, Brasil. |
| 2022 - 2023 | Machine Learning Foundations: A Case Study Approach.
(Credit Hours: 18h). University of Washington, WASHINGTON, Estados Unidos. |
| 2021 - 2022 | Continuing education in Centro Acadêmico de Engenharia Física (CAENFIS). (Credit
hours: 30h). Universidade Federal da Integração Latino-Americana, UNILA, Brasil. |
| 2021 - 2022 | Introdução à Ciência da Computação com Python Parte 1.
(Credit Hours: 42h). Instituto de Estudos Avançados - USP, IEA-USP, Brasil. |
| 2020 - 2020 | Aprenda Linguagem C - Fundamentos Para Lógica de Programação.
(Credit Hours: 2h). Udemy, UDEMY, Estados Unidos. |
| 2020 - 2020 | Curso Completo de PHP 7.
(Credit Hours: 33h). Udemy, UDEMY, Estados Unidos. |
| 2020 - 2020 | Aprenda a programar em Java do zero.
(Credit Hours: 3h). Udemy, UDEMY, Estados Unidos. |
| 2019 - 2020 | Curso Desenvolvedor Web Completo + 10 de projetos..
(Credit Hours: 47h). Udemy, UDEMY, Estados Unidos. |
| 2018 - 2019 | R Basics - R Programming Language Introduction.
(Credit Hours: 4h). Udemy, UDEMY, Estados Unidos. |
| 2018 - 2019 | Algèbre Linéaire (Partie 1).
(Credit Hours: 128h). edX, EDX, Estados Unidos. |
| 2017 - 2017 | Cálculo - Limites.
(Credit Hours: 3h). Udemy, UDEMY, Estados Unidos. |
| 2012 - 2014 | Computação Gráfica.
(Credit Hours: 384h). School of Art, Game and Animation, SAGA, Brasil. |
| 2012 - 2014 | Administração.
(Credit Hours: 384h). instituto Profissionalizante Paulista, IPP, Brasil. |
| 2010 - 2010 | Técnico em Informática.
(Credit Hours: 192h). MDY - CLC Informatica, MDY - CLC, Brasil. |
Professional Experience
| Supermercados Atacadão, ATACADÃO, Brasil. |
| Contract |
| 2018 - 2019 | Type of contract: Atendente de Loja, Functional Placement: , Credit Hours: 44 |
| Drogaria São Paulo, GRUPO DPSP, Brasil. |
| Contract |
| 2013 - 2013 | Type of contract: Atendente de Loja, Functional Placement: , Credit Hours: 44 |
| Fundação Oswaldo Ramos, FOR, Brasil. |
| Contract |
| 2012 - 2013 | Type of contract: Jovem Aprendiz, Functional Placement: , Credit Hours: 24 |
| Hospital São Camilo - Pompéia, HSC/Pompéia, Brasil. |
| Contract |
| 2015 - 2016 | Type of contract: Mensageiro Hospitalar, Functional Placement: , Credit Hours: 48 |
| Contract |
| 2014 - 2015 | Type of contract: Auxiliar Administrativo, Functional Placement: , Credit Hours: 48 |
| Universidade Federal da Integração Latino-Americana, UNILA, Brasil. |
| Contract |
| 2022 - 2023 | Type of contract: Bolsista, Functional Placement: , Credit Hours: 20 |
| Contract |
| 2021 - 2022 | Type of contract: Bolsista, Functional Placement: , Credit Hours: 20 |
| Contract |
| 2021 - 2022 | Type of contract: Bolsista, Functional Placement: , Credit Hours: 20 |
| Contract |
| 2020 - 2021 | Type of contract: Bolsista, Functional Placement: , Credit Hours: 20 |
| Activities |
| 2023 - 2023 | Project participation activities, INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA, . |
|
Research Projects Monitoria de Física Geral para Ciências Biológicas Ecologia e Biodiversidade Processamento Automático de Curvas de Luz para a Identificação de Exoplanetas |
| 2022 - 2023 | Project participation activities, INSTITUTO LATINO-AMERICANO DE TECNOLOGIA, INFRAESTRUTURA E TERRITÓRIO, . |
|
Research Projects Identificação de Exoplanetas utilizando técnicas de Aprendizado de Máquina |
| 2022 - 2023 | Project participation activities, INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA, Engenharia Física. |
|
Research Projects Influência do comprimento de onda durante a síntese fotoquímica na morfologia e propriedades físicas de nanopartículas de prata. |
| 09/2021 - 10/2022 | Continuing education , INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA, . |
|
Extension Activities Eletroquímica nas escolas. |
| 2021 - 2022 | Project participation activities, PROEX, . |
|
Research Projects A Eletroquímica está em suas mãos |
| 2021 - 2022 | Project participation activities, INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA, . |
|
Research Projects Detecção Automática de Exoplanetas utilizando Algoritmos de Aprendizado de Máquina |
| 2021 - 2021 | Project participation activities, INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA, . |
|
Research Projects Monitoria Calculo 1 e Matematica Financeira - 2020/1 |
| 2020 - 2020 | Project participation activities, INSTITUTO LATINO-AMERICANO DE CIÊNCIAS DA VIDA E DA NATUREZA, . |
|
Research Projects Projeto de Monitoria - Matemática Básica |
Research Projects
| 2023 - 2023 | General Physics Monitoring for Biological Sciences Ecology and Biodiversity |
| Description: A
discipline General Physics Monitoring for Biology
at UNILA addresses several fundamental concepts of physics that are
relevant to biology students. The course syllabus includes the
following topics: Kinematics and Dynamics: Study of movements
translational (along a trajectory) and rotational (around a
an axis) of bodies. Includes analysis of speed, acceleration and forces
that act on objects. Energy: Exploration of energy concepts
energy conservation and different energy sources. Understands the
relationship between kinetic and potential energy. Thermodynamics: Addresses the
temperature, heat and the first law of thermodynamics, which deals with
energy conservation in thermal processes. It also explores entropy and
the second law of thermodynamics, related to the direction of processes
natural. Diffusion and Brownian Motion: Study of movements
random particles in suspension due to molecular collisions.
This is fundamental to understanding diffusion processes, such as those that
occur in biological systems. Radiations: Exploration of the effects
biological radiation, including X-rays, which are often
used in medical diagnoses. Fluids: Introduction to principles
basic principles of fluids, including hydrostatics and hydrodynamics, which are
relevant to understanding phenomena such as blood circulation.
Electricity and Magnetism: Concepts of electric charge, electric force,
electric field, electric potential, electric current and magnetic field.
These concepts are fundamental to understanding processes
bioelectric and magnetic phenomena. Optics: Introduction to waves
electromagnetic, image formation and optical phenomena such as reflection,
refraction and diffraction. This is important to understand the vision and other
light-related processes in biological systems. This monitoring has
aims to provide a solid foundation in physics, covering concepts
that can be applied to biology and helping students understand
better understand the physical principles underlying biological processes and
natural phenomena.
Situation: Concluded; Nature: Other. Participant Students: Graduation ( 2) / Ph.D. ( 1) . Participants: Bruno Henrique Dourado Macedo - Participant / Renata Olmedo Benedet - Participant / Rodrigo Santos da Lapa - Co-ordinator. . |
| 2022 - 2023 | Identification of Exoplanets using Machine Learning techniques |
| Description: The
analysis of temporal behavior is a task of growing interest in several
areas of knowledge, such as economics (daily stock prices, monthly
unemployment rate, industrial production), medicine (electrocardiogram,
electroencephalogram), epidemiology (monthly number of new cases of
meningitis), meteorology (rainfall, daily temperature, wind speed). The
continuous collection of information over time has contributed to the
emergence of databases with large volumes of sequential information,
which makes their interpretation difficult by humans. When data is
collected over time, it can be represented as a time series. The use of
analysis methods for the study of events contained in the time series is
a non-trivial task that depends on the application domain. In this
scenario, approaches based on data mining methods have been widely
explored for time series analysis. In this context, this project aims to
develop techniques and methods for the intelligent analysis of time
series data through pre-processing tasks, similarity measures and
machine learning algorithms..
Situation: Concluded; Nature: Research. Participant Students: Graduation ( 1) / Specialization ( 2) / Master's ( 1) / Ph.D. ( 3) . Participants: Bruno Henrique Dourado Macedo - Participant / JOYLAN NUNES MACIEL - Participant / BRUNO CÉSAR RIBAS - Participant / EDUARDO SANT'ANA DA SILVA - Participant / MARCELO NEPOMOCENO KAPP - Participant / RAZER ANTHOM NIZER ROJAS MONTANO - Participant / Willian Zalewski - Co-ordinator. Sponsor(es): Fundação Araucária de Apoio ao Desenvolvimento Científico e Tecnológico - Scholarship.. |
| 2022 - 2023 | Influence of wavelength during photochemical synthesis on the morphology and physical properties of silver nanoparticles. |
| Description: Spherical
noble metal nanoparticles have a range of applicability due to the
dipolar plasmon resonance being in the visible region. The
characteristics of this electronic oscillation can be shaped according
to the morphology of the nanoparticle. The project aims to sinter silver
nanoparticles with different sizes and shapes through photochemical
reduction. These particles will be characterized by XRD, TEM, DLS, FTIR,
UV-Vis-NIR and refractometer. The obtained behaviors will be used to
feed the simulation by FEM, in order to compare experimental results
related to heat transport and extrapolation of application of these
systems. The samples will finally be applied in prototypes of hybrid
solar collectors..
Situation: Concluded; Nature: Extension. Participant Students: Graduation ( 1) . Participants: Bruno Henrique Dourado Macedo - Participant / VINICIUS MARIANI LENART - Co-ordinator. . |
| 2021 - 2022 | Electrochemistry is in your hands |
| Description: Federal
universities in Brazil offer many opportunities to students who finish
high school courses and who enter. However, most of these students from
public and private schools do not know what a University is, much less
what they can offer. In this sense, this project aims to bring the
university closer to the schools. UNILA's undergraduate courses will be
publicized by scholarship students and extension volunteers. Experiments
will also be carried out in the area of chemistry, specifically
electrochemistry. It will thus stimulate interest in nanomaterial
technology and its deepening in undergraduate courses. With this, it is
intended to achieve, through didactic teaching, the functioning of
batteries to students, establishing everyday relationships, phenomena
and concepts involved in electrochemical reactions and environmental
problems.
Situation: Concluded; Nature: Extension. Participant Students: Graduation ( 4) / Ph.D. ( 1) . Participants: Bruno Henrique Dourado Macedo - Participant / Jose Ricardo Cezar Salgado - Co-ordinator / Jeniffer Ayana De Souza Pires - Participant / Willian Rupolo - Participant / Renata Olmedo Benedet - Participant. Sponsor(es): Fundação Araucária de Apoio ao Desenvolvimento Científico e Tecnológico - Scholarship. S, T & A Production Rate: 2. |
| 2021 - 2022 | Automatic Exoplanet Detection using Machine Learning Algorithms |
| Description: The
analysis of temporal behavior is a task of growing interest in several
areas of knowledge, such as economics (daily stock prices, monthly
unemployment rate, industrial production), medicine (electrocardiogram,
electroencephalogram), epidemiology (monthly number of new cases of
meningitis), meteorology (rainfall, daily temperature, wind speed). The
continuous collection of information over time has contributed to the
emergence of databases with large volumes of sequential information,
which makes their interpretation difficult by humans. When data is
collected over time, it can be represented as a time series. The use of
analysis methods for the study of events contained in the time series is
a non-trivial task that depends on the application domain. In this
scenario, approaches based on data mining methods have been widely
explored for time series analysis. In this context, this project aims to
develop techniques and methods for the intelligent analysis of time
series data through pre-processing tasks, similarity measures and
machine learning algorithms.
Situation: Concluded; Nature: Research. Participant Students: Graduation ( 1) / Ph.D. ( 2) . Participants: Bruno Henrique Dourado Macedo - Participant / JOYLAN NUNES MACIEL - Participant / Willian Zalewski - Co-ordinator. S, T & A Production Rate: 2. |
Areas of Expertise
| 1. | Major Area: Exact and Earth Sciences / Area: Physics / Subarea: Physical Engineering. |
| 2. | Major Area: Exact and Earth Sciences / Area: Computer Science / Subarea: Computer Science. |
| 3. | Major Area: Exact and Earth Sciences / Area: Astronomy / Subarea: Artificial Intelligence. |
Languages
| Portuguese | Comprehends Well, Speaks Well, Reads Well, Writes Well. |
| Spanish | Comprehends Reasonably, Speaks Reasonably, Reads Reasonably, Writes Reasonably. |
| English | Comprehends Reasonably, Speaks Reasonably, Reads Reasonably, Writes Reasonably. |
Awards and Titles
| 2023 | Best University Extension Projects - Electrochemistry within the reach of society, CREA-PR. |
| 2022 | Honorable Mention - Electrochemistry Within the Reach of the Whole Society, SIEPE 2022 UNILA. |
| 2022 | Honorable Mention - Automatic Exoplanet Detection using Machine Learning Algorithms, SIEPE 2022 UNILA. |
Scientific, Technological, Artistic and Cultural Production
| Bibliographical Production |
| Expanded Summary published in proceedings of conferences |
| 1. | MACEDO, B. H. D. ; ZALEWSKI, W. . Identificação de Exoplanetas utilizando técnicas de Aprendizado de Máquina, 2023, Foz do Iguaçu. 5ª Semana Integrada de Ensino, Pesquisa e Extensão. Foz do Iguaçu : EDUNILA, 2023. v. 5. p. 58-59. |
| Summary published in proceedings of conferences |
| 1. |  MACEDO,
B. H. D. ; SALGADO, J. R. C. ; BENEDET, R. O. . 4th Integrated
Teaching, Research and Extension Week, 2022, Foz do Iguaçu.
4ª Semana Integrada de Ensino, Pesquisa e Extensão. Foz do Iguaçu
:
EDUNILA ? Editora Universitária da UNILA, 2022. v. 4. p.
413-414. |
| 2. | MACEDO, B. H. D. ; ZALEWSKI, W. . 4th Integrated Teaching, Research and Extension Week, 2022, Foz do Iguaçu. 4ª Semana Integrada de Ensino, Pesquisa e Extensão. Foz do Iguaçu : EDUNILA ? Editora Universitária da UNILA, 2022. v. 4. p. 54-55. |
| Presentations of Work |
| 1. | MACEDO, B. H. D. ; ZALEWSKI, W. . Identificação de Exoplanetas utilizando técnicas de Aprendizado de Máquina. 2023. (Presentation/Seminar). |
| 2. | MACEDO, B. H. D. ; SALGADO, J. R. C. ; BENEDET, R. O. . Electrochemistry is in your hands.
2022. (Presentation/Seminar). |
| 3. | MACEDO, B. H. D. ; ZALEWSKI, W. . Automatic Detection of Exoplanets Using Machine Learning Algorithms.
2022. (Presentation/Seminar). |
| Technical Production |
| Other Kinds of Technical Production |
| 1. | SALGADO, J. R. C. ; MACEDO, B. H. D. ; RUPOLO, W. ; BENEDET, R. O. . Eletroquímica nas escolas 2021.. 2021. (Radio or TV Program/Other). |
Events
| Participation in events |
| 1. | . 2022. (Participation In Events/ Congresses). |
| 2. | SEMANA INTEGRADA DE ENSINO, PESQUISA E EXTENSÃO. Automatic Detection of Exoplanets Using Machine Learning Algorithms. 2022. (Participation In Events/ Seminary). |
| 3. | SEMANA INTEGRADA DE ENSINO, PESQUISA E EXTENSÃO. ELECTROCHEMISTRY IS IN YOUR HANDS. 2022. (Participation In Events/ Seminary). |
| 4. | . 2020. (Participation In Events/ Congresses). |
| 5. | . 2020. (Participation In Events/ Workshops). |
| 6. | . 2019. (Participation In Events/ Congresses). |
| 7. | Hardware de fonte aberta: desafios e perspectivas. . 2019. (Participation In Events/ Seminary). |
| 8. | 3ª Feira da Física do IFPR-FOZ. . 2017. (Participation In Events/ Seminary). |
Other Relevant Information
| Volunteer work at the Physical Engineering course exhibition - 4th Integrated Week of Teaching, Research and Extension (SIEPE) at the Federal University of Latin American Integration (UNILA) 2022. Volunteer work as (President) of the Academic Center for Physics Engineering (CAENFIS) of the University Federal University of Latin American Integration (UNILA) 2022-2023. Volunteer work as (Vice-President) Academic Center for Physics Engineering (CAENFIS) of the Federal University of Latin American Integration (UNILA) 2021-2022. Volunteer work at the Physical Engineering course exhibition - 5th Integrated Week of Teaching, Research and Extension (SIEPE) at the Federal University of Latin American Integration (UNILA) 2023. |
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