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<!DOCTYPE HTML>
<html>
<head>
<title>Hugo Abreu Portfolio</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body class="is-preload">
<!-- Nav -->
<nav id="nav">
<ul class="container">
<li><a href="#Top">Top</a></li>
<li><a href="#AboutMe">About</a></li>
<li><a href="#RecentWork">Portfolio</a></li>
<li><a href="#Contact">Contact</a></li>
</ul>
</nav>
<!-- Home -->
<article id="Top" class="wrapper style1">
<div class="container">
<div class="row">
<div class="col-4 col-5-large col-12-medium">
<span class="image left profile"><img src="images/pic00.jpg" alt="" /></span>
</div>
<div class="col-8 col-7-large col-12-medium">
<header>
<h1>Hello. I'm <strong>Hugo Abreu</strong>.</h1>
</header>
<p>And this is my <strong>Portfolio</strong></p>
<a href="#AboutMe" class="button large scrolly">More about me</a>
<a href="#RecentWork" class="button large scrolly">See some of my recent work</a>
<a href="#Contact" class="button large scrolly">Get in touch with me</a>
</div>
</div>
</div>
</article>
<!-- AboutMe -->
<article id="AboutMe" class="wrapper style2">
<div class="container">
<header>
<h2>I am Control Engineer¹, AI Specialist² and MSc. Candidate³</h2>
<p>¹ Federal University of Pernambuco, Recife - Brazil (2018)</p>
<p>² University of Pernambuco, Recife - Brazil (2019)</p>
<p>³ University of Pernambuco (PPGES), Recife - Brazil (2021)</p>
</header>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<h3><a href = "https://en.wikipedia.org/wiki/Systems_engineering">System Engineer MSc candidate </a></h3>
<p> My master project is about solar radiantion and photovoltaic systems generation forecasting, using
machine learning models. Check some of my models at <a href = "https://github.com/hugoabreu1002/ML-OPT-IA-Algorithms">https://github.com/hugoabreu1002/ML-OPT-IA-Algorithms</a>
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<h3><a href = "https://en.wikipedia.org/wiki/Control_engineering">Control and Automation</a></h3>
<p> Those are my main theoretical skills. With control theory I am able to understand and adequate the dynamics of any process to some wanted result, with the given input.
I also love to automate my daily work tasks, and have professional experience with software, industrial and embedded systems automation.
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<h3><a href = "https://en.wikipedia.org/wiki/Artificial_intelligence">AI</a></h3>
<p>
Using AI the metodoligie to discribe every single system is easier, and is a very powerfull tool to automate some wanted response too,
whether with deep learning, computer vision, regressors, classifiers.
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<h3>Software Expertise</h3>
<p>Today, most of my projects are running in Python (Keras, OpenCV, TensorFlow, Scikit-learn, Scikit-Image, Pandas, Selenium), C# (Windows Forms) or JAVA (Android, SpringBoot),
but I have a very good background in C and MATLAB. I have met some others languages too as R, Julia and Lua.
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<h3>Hardware Experience</h3>
<p>During my engineering course, professional internship and research experience, I had the opportunity to work with some types of hardware.
My experience ranges from arduino and other prototyping platforms like MSP (Texas) to making PCB boards (PROTEUS, EAGLE), welding of electronic components,
prototyping and using 3D printers and aluminum machining design (SolidWorks).</p>
</section>
</div>
</div>
</div>
</article>
<!-- RecentWork -->
<article id="RecentWork" class="wrapper style3">
<div class="container">
<header>
<h2>Here’s some stuff I made recently.</h2>
<p>Articles and projects of personal interest.</p>
</header>
<div class="row">
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://hugoabreu1002.medium.com/sarimax-aco-search-2b698a00289e" class="image featured"><img src="images/medium_sarimax_aco.JPG" alt="" /></a>
<h3><a href="https://hugoabreu1002.medium.com/sarimax-aco-search-2b698a00289e">SARIMAX — ACO Search
</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="http://revistas.poli.br/index.php/repa/article/view/1355" class="image featured"><img src="images/data_repa.JPG" alt="" /></a>
<h3><a href="http://revistas.poli.br/index.php/repa/article/view/1355">Integração de Dados e Modelos de Previsão de Produção Fotovoltaica do Nordeste Brasileiro
</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://arxiv.org/abs/2001.10866" class="image featured"><img src="images/arxiv_data.JPG" alt="" /></a>
<h3><a href="https://arxiv.org/abs/2001.10866">Data integration and prediction models of photovoltaic production from Brazilian northeastern
</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="http://abricom.org.br/eventos/cbic2019/cbic2019-4/" class="image featured"><img src="images/luana_hugo.JPG" alt="" /></a>
<h3><a href="http://abricom.org.br/eventos/cbic2019/cbic2019-4/">Avaliação de Qualidade Visual Baseada em Rede Bayesiana Aplicada a Imagens Médicas</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://medium.com/@hugoabreu1002/optimizing-sklearn-ensembles-with-homogeneous-weights-2db698a72b7a" class="image featured"><img src="images/pic01.jpg" alt="" /></a>
<h3><a href="https://medium.com/@hugoabreu1002/optimizing-sklearn-ensembles-with-homogeneous-weights-2db698a72b7a">Optimizing SkLearn Ensembles (with homogeneous weights)</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://arxiv.org/abs/1908.06137" class="image featured"><img src="images/pic02.jpg" alt="" /></a>
<h3><a href="https://arxiv.org/abs/1908.06137">Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://doi.org/10.1007/978-981-13-2517-5_123" class="image featured"><img src="images/pic03.jpg" alt="" /></a>
<h3><a href="https://doi.org/10.1007/978-981-13-2517-5_123">Electrochemical Impedance Spectroscopy Applied in Theoretical Model of Exclusion Zone</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://doi.org/10.1007/978-981-13-2517-5_119" class="image featured"><img src="images/pic04.jpg" alt="" /></a>
<h3><a href="https://doi.org/10.1007/978-981-13-2517-5_119">Development of a DOI Equipment Using NIR Radiation for Skin Lesions Diagnosis and Blood Vessels Recognition</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://www.researchgate.net/publication/334643998_Estudo_da_dosimetria_das_radiacoes_visiveis_e_infravermelhas_em_coroas_de_dentes_humanos_atraves_da_espectroscopia_optica" class="image featured"><img src="images/pic05.jpg" alt="" /></a>
<h3><a href="https://www.researchgate.net/publication/334643998_Estudo_da_dosimetria_das_radiacoes_visiveis_e_infravermelhas_em_coroas_de_dentes_humanos_atraves_da_espectroscopia_optica">
Estudo da dosimetria das radiações visíveis e infravermelhas em coroas de dentes humanos através da espectroscopia óptica</a></h3>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://www.atenaeditora.com.br/wp-content/uploads/2019/03/E-book-Medicina-e-Biomedicina.pdf" class="image featured"><img src="images/pic06.jpg" alt="" /></a>
<h3><a href = "https://www.atenaeditora.com.br/wp-content/uploads/2019/03/E-book-Medicina-e-Biomedicina.pdf">Protótipo de baixo custo de um sistema imagens da difusão óptica com radiações no NIR para
validação de diagnósticos na pele</a></h3>
<p>DOI: <a href = "https://www.atenaeditora.com.br/wp-content/uploads/2019/03/E-book-Medicina-e-Biomedicina.pdf">10.22533/at.ed.86219130310</a>
Chapter 10.
</p>
</article>
</div>
</div>
</div>
</article>
<!-- Contact -->
<article id="Contact" class="wrapper style4">
<div class="container medium">
<header>
<h2>Have me make stuff for you.</h2>
<p>Or ask me about anything and I'll be glad to give my best to answer</p>
</header>
<div class="row">
<div class="col-12">
<form method="post" action="https://formspree.io/f/xbjrrdwz" method = "POST">
<div class="row">
<div class="col-6 col-12-small">
<input type="text" name="name" id="name" placeholder="Name" />
</div>
<div class="col-6 col-12-small">
<input type="text" name="_replyto" id="email" placeholder="Email" />
</div>
<div class="col-12">
<input type="text" name="subject" id="subject" placeholder="Subject" />
</div>
<div class="col-12">
<textarea name="message" id="message" placeholder="Message"></textarea>
</div>
<div class="col-12">
<ul class="actions">
<li><input type="submit" value="Send Message" /></li>
<li><input type="reset" value="Clear Form" class="alt" /></li>
</ul>
</div>
</div>
</form>
</div>
<div class="col-12">
<hr />
<h3>Find me on ...</h3>
<ul class="social">
<li><a href="https://www.linkedin.com/in/hugo-abreu-443289108/" class="icon brands fa-linkedin-in"><span class="label">LinkedIn</span></a></li>
<li><a href="https://github.com/hugoabreu1002" class="icon brands fa-github"><span class="label">Github</span></a></li>
<!--
<li><a href="#" class="icon solid fa-rss"><span>RSS</span></a></li>
<li><a href="#" class="icon brands fa-instagram"><span>Instagram</span></a></li>
<li><a href="#" class="icon brands fa-foursquare"><span>Foursquare</span></a></li>
<li><a href="#" class="icon brands fa-skype"><span>Skype</span></a></li>
<li><a href="#" class="icon brands fa-soundcloud"><span>Soundcloud</span></a></li>
<li><a href="#" class="icon brands fa-youtube"><span>YouTube</span></a></li>
<li><a href="#" class="icon brands fa-blogger"><span>Blogger</span></a></li>
<li><a href="#" class="icon brands fa-flickr"><span>Flickr</span></a></li>
<li><a href="#" class="icon brands fa-vimeo"><span>Vimeo</span></a></li>
-->
</ul>
<hr />
</div>
</div>
</div>
</article>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>