Andre Melo

San Pablo, Brasil
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Work experience with projects, data engineering, and analytics engineering:

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Experiencia y educación

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Licencias y certificaciones

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Experiencia de voluntariado

  • Gráfico Universidade São Francisco

    Physics Fundamentals Tutor

    Universidade São Francisco

    - 4 mes

    Educación

    Voluntary monitoring of the Physics Fundamentals discipline in the second semester of Engineering courses at University São Francisco.
    During this period we were able to assist students from different engineering areas in order to understand better the concepts behind the fundamentals of physics.

  • Gráfico Universidade São Francisco

    Differential Calculus Tutor

    Universidade São Francisco

    - 4 mes

    Educación

    Voluntary monitoring of the Differential Calculus discipline third semester of Engineering courses at the University São Francisco.
    We were able to assist students to better understand the concepts of differential calculus, such as partial derivatives, chain rules, directional derivatives, among others that are used on large scale in the engineering fields.

  • Gráfico Universidade São Francisco

    Integral Calculus Tutor

    Universidade São Francisco

    - 4 mes

    Educación

    Voluntary monitoring of the Integral Calculus discipline fourth semester of Engineering courses at the University São Francisco.
    During this period, we could assist students to better understand the concepts of integral calculus, such as partial volumes, areas, triple integration, among others that are used on large scale in the engineering fields.

  • Gráfico Google

    Google For Education

    Google

    - 1 mes

    Educación

    Voluntary monitoring to assist students and teachers to use Google for Education Platform integrated with the university system.
    The Google For Education was a program that provided the powerful resources of Google Cloud for all University Campus, allowing the students and professors to use Google Drive, Google Classroom, Google Meet, among others functionalities to improve the learning process for both students and teachers.

Cursos

  • MDL Consulting - SAP Professional 2.0 (Fundamentos em SAP nas principais transações dos módulos PP, MM, SD, FI, CO e Fundamentos de BPMN utilizando o Software Bizagi)

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Proyectos

  • TELEMED - Plataforma para Análise e Transmissão de Imagens de Eletrocardiograma

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    The purpose of the project is to process the Electrocardiogram Images and
    its integration with the Internet's Web service as a communication infrastructure.
    Basically, the incorporation of digital systems and technologies such as
    Internet of Things and Big Data to medical treatment. The methodology used is based on
    application of statistics and computer science concepts for processing and analysis
    data, so that the system is able to classify, based on the…

    The purpose of the project is to process the Electrocardiogram Images and
    its integration with the Internet's Web service as a communication infrastructure.
    Basically, the incorporation of digital systems and technologies such as
    Internet of Things and Big Data to medical treatment. The methodology used is based on
    application of statistics and computer science concepts for processing and analysis
    data, so that the system is able to classify, based on the electrocardiogram,
    possible anomaly in the patient, and at the same time send the results, control
    remotely via the Internet network. Data processing will be carried out via Python language,
    which is the most indicated and most used today in the development of processes of
    Machine Learning and the creation of classification models in medicine, due to its wide
    diversity and availability of mathematical algorithms for application, in addition to easy
    integration with other computing systems, including cloud environments. For
    classification of the data, the behavior of a neural network will be tested for the prediction of
    heart diseases. Based on the accuracy result of each of them, it will be chosen
    the one with the lowest error rate to classify anomalies on new electrocardiograms. You
    acquired data will be processed via signal processing to reduce q noise in the reading
    or even by the equipment itself, that way, the analytical application will receive data
    concrete, clean, and without any imperfection, being able to better deliver results of
    forecast.

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  • SIMEPX - SISTEMA DE AQUISIÇÃO, ANÁLISE E MODELAGEM DE DADOS METEOROLÓGICOS

    -

    University São Francisco Graduation Final Project for Electrical Engineering course.
    The work presented refers to the construction of SIMEPX, which is a system of
    acquisition, analysis, and modeling of meteorological data, which has its Hardware constituted
    by a datalogger and electromechanical/electronic sensors to measure the variables of
    temperature, relative humidity, atmospheric pressure, rainfall index, and velocity of the
    wind. As it is an automatic meteorological station…

    University São Francisco Graduation Final Project for Electrical Engineering course.
    The work presented refers to the construction of SIMEPX, which is a system of
    acquisition, analysis, and modeling of meteorological data, which has its Hardware constituted
    by a datalogger and electromechanical/electronic sensors to measure the variables of
    temperature, relative humidity, atmospheric pressure, rainfall index, and velocity of the
    wind. As it is an automatic meteorological station (EMA) there is no need to
    local observations to record the data, as the collection will be carried out through the sensors and
    automatically ed by the datalogger that will later record it on the IoT platform
    ThingSpeak. Data will be collected daily from the IoT platform via automatic application
    developed in Python Language for Data Analytics, with the function of handling data,
    perform the rain forecast and save the result to a Microsoft Cloud Database
    Azure. These data, once in the database, are used for analysis and reporting by
    analytical platforms such as Power BI, allowing better visualization of readings
    weather.

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  • LABDIG – MODULO DE LABORATÓRIO DIDÁTICO, CONFIGURÁVEL E INTEGRADO COM GESTÃO REMOTA VIA INTERNET

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    The scientific initiation research work aims to develop a didactic kit
    that can replace the kit currently used at San Francisco University (USF), campus
    Itatiba (Datapool). The methodology used is based on the application of theoretical concepts of
    digital electronics, analog electronics, digital circuits, and electrical circuits for the
    development of new hardware that is more efficient than its predecessor, focusing on a
    simpler workbench so that the can interact more…

    The scientific initiation research work aims to develop a didactic kit
    that can replace the kit currently used at San Francisco University (USF), campus
    Itatiba (Datapool). The methodology used is based on the application of theoretical concepts of
    digital electronics, analog electronics, digital circuits, and electrical circuits for the
    development of new hardware that is more efficient than its predecessor, focusing on a
    simpler workbench so that the can interact more easily and
    perform experiments and dynamic tests in the classes of electrical engineering courses.

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Reconocimientos y premios

  • LABDIG – MODULO DE LABORATÓRIO DIDÁTICO, CONFIGURÁVEL E INTEGRADO COM GESTÃO REMOTA VIA INTERNET

    CONIC SEMESP - 20° Congresso Nacional de Iniciação Científica

    The scientific research project developed during the period of 2019 and 2020 had the main goal to create a didactic experimental kit to replace the actual equipment used by University São Francisco, Campus Itatiba - SP.
    The methodology used was based on the concepts of digital and analogical electronics, among digital and electrical circuits to develop more efficient hardware, focusing on a simpler kit that allows the student to create experiments and dynamic tests during practical classes…

    The scientific research project developed during the period of 2019 and 2020 had the main goal to create a didactic experimental kit to replace the actual equipment used by University São Francisco, Campus Itatiba - SP.
    The methodology used was based on the concepts of digital and analogical electronics, among digital and electrical circuits to develop more efficient hardware, focusing on a simpler kit that allows the student to create experiments and dynamic tests during practical classes of electrical engineering courses.
    A local API was created using HTML and CSS to check the circuit variable's status in real-time, such as electrical current, voltage, and protection system against short current or over voltage problems.
    The project had a development time of 1 year (Second Semester of 2019 to Second Semester of 2020), and it was presented on the 20° National Congress of Scientific Initiation CONIC SEMESP.

Idiomas

  • Portuguese

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  • English

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  • Italian

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