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<!doctype html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link rel="stylesheet" href="style.css" />
<link rel="shortcut icon" href="src/idea.png" type="image/x-icon" />
<title>BrenoAV</title>
</head>
<body>
<nav>
<a href="#books">Books</a>
<a href="#portfolio">Portfolio</a>
<a href="#aboutme">About</a>
</nav>
<a class="totop" href="#">
<img src="src/arrow.png" />
</a>
<h1 id="title">BrenoAV</h1>
<img id="profile" src="src/me.jpeg" alt="Profile picture of Breno" />
<h1 id="jobtitle">
M.Sc Student in EE | ML Researcher
<div id="links">
[<a rel="stylesheet" href="https://www.github.com/brenoav" target="_blank">GitHub</a>]
[<a rel="stylesheet" href="https://www.linkedin.com/in/brenoav" target="_blank">Linkedin</a>]
</div>
</h1>
<h2 id="aboutme">About</h2>
<hr />
<p>
Bachelor's Degree (B.Sc) in Electrical Engineering from the Universidade
Federal de Campina Grande.
</p>
<p>
Ongoing studies towards a Master's degree in Artificial Intelligence
applied to EE.
</p>
<p>
I was a researcher at IEL, in collaboration with Ford Motor Company, to
advance the field of artificial intelligence research. With two years of
experience in this area, I had the opportunity to work on computer vision
problems and time series analysis.
</p>
<p>I am interested in Machine Learning and Deep Learning.</p>
<p>
My hobbies are running, watch TV Shows & Movies, podcasts, and casual
astronomy content.
</p>
<h2 id="portfolio">Portfolio</h2>
<hr />
<h3>Machine Learning</h3>
<ul>
<li>
<a
href="http://github.com/BrenoAV/MachineLearning-Studies"
target="_blank"
>Machine Learning Studies</a
>
</li>
<li>
<a href="http://github.com/BrenoAV/ComputerVision" target="_blank"
>General repository dedicated for Computer Vision Studies</a
>
</li>
<li>
<a href="https://github.com/BrenoAV/ml-from-scratch" target="_blank"
>Machine Learning algorithms from scratch</a
>
</li>
<li>
<a
href="http://github.com/BrenoAV/ai-model-fastapi-docker"
target="_blank"
>Application of an AI model to predict digits built in Fast API and
Docker</a
>
</li>
</ul>
<h3>Amazon Web Service (AWS)</h3>
<ul>
<li>
<a href="https://github.com/BrenoAV/aws-bucket-s3-demo" target="_blank"
>Bucket (S3) upload and download using Python</a
>
</li>
<li>
<a
href="http://github.com/BrenoAV/EC2-Application-ML-Demo"
target="_blank"
>Machine Learning Application hosted on EC2</a
>
</li>
<li>
<a href="http://github.com/BrenoAV/AWS-SageMaker-Demo" target="_blank"
>SageMaker pipeline to predict digits</a
>
</li>
<li>
<a href="https://github.com/BrenoAV/Lambda-S3-Bucket-Upload"
>Lambda function to track upload files in S3 and send an email</a
>
</li>
</ul>
<h3>Google Cloud Platform (GCP)</h3>
<ul>
<li>
<a href="http://github.com/BrenoAV/big-query-demo" target="_blank"
>Big Query Application (Injection and Loading)</a
>
</li>
<li>
<a href="http://github.com/BrenoAV/dash-cloud-run-demo" target="_blank"
>An Dashboard using Dash (Plotly) and Google Cloud Run for
deployment</a
>
</li>
<li>
<a href="http://github.com/BrenoAV/articles-to-kindle" target="_blank"
>Send articles news from web to Kindle via GMAIL API</a
>
</li>
</ul>
<h3>Apache Kafka</h3>
<ul>
<li>
<a href="https://github.com/BrenoAV/Kafka-Climate-Demo" target="_blank"
>Application that writes and reads data from a Kafka Broker</a
>
</li>
</ul>
<h3>Apache Airflow</h3>
<ul>
<li>
<a
href="https://github.com/BrenoAV/airflow-sunspot-number-forecast"
target="_blank"
>Scheduler to download Sunspot Number and generate predictions using
Airflow as an orchestrator</a
>
</li>
</ul>
<h3>PySpark</h3>
<ul>
<li>
<a
href="https://github.com/BrenoAV/Youtube-Trending-Video-Analysis"
target="_blank"
>PySpark YouTube Trending Analysis</a
>
</li>
<li>
<a
href="https://github.com/BrenoAV/pyspark-ml-hello-world"
target="_blank"
>A "Hello World" application using House Pricing and Linear Regression
to predict houses' price</a
>
</li>
</ul>
<h3>Natural Language Processing</h3>
<ul>
<li>
<a
href="https://github.com/BrenoAV/NLP-Sentiment-Analysis"
target="_blank"
>
Sentiment Analysis using Scikit-Learn, TensorFlow, and PyTorch</a
>
</li>
<li>
<a
href="https://github.com/BrenoAV/Semantic-Search-OpenAI-Chromadb"
target="_blank"
>Semantic Search using OpenAI API + ChromaDB</a
>
</li>
<li>
<a
href="https://github.com/BrenoAV/RAG-llama-index-openai"
target="_blank"
>
🆕 Retrieval Augmented Generation (RAG) using LlamaIndex</a
>
</li>
</ul>
<h3>Time Series</h3>
<ul>
<li>
<a
href="https://github.com/BrenoAV/Daily-Climate-Time-Series/"
target="_blank"
>
Time Series Forecast (HWES & Prophet) on the Daily Climate dataset</a
>
</li>
</ul>
<h3>Others</h3>
<ul>
<li>
<a
href="http://github.com/BrenoAV/Christmas-Game-Love2D"
target="_blank"
>Game created using Love2D framework (Lua Programming)</a
>
</li>
<li>
<a href="https://github.com/BrenoAV/convert-images-tool" target="_blank"
>Convert Images Tool</a
>
</li>
<li>
<a href="https://github.com/BrenoAV/ContactBook" target="_blank"
>Simple contact book application using PySimpleGUI and SQLite3</a
>
</li>
<li>
<a
href="https://github.com/BrenoAV/database-hash-bcrypt"
target="_blank"
>🆕 Password Hashing using bcrypt algorithm</a
>
</li>
</ul>
</body>
<h2>Publications</h2>
<hr />
Work in progress... 🧰 🔧
<h2 id="books">Books</h2>
<hr />
<h3>Technical Books</h3>
<div class="book-container">
</div>
<h3>Literature Books</h3>
<div class="book-container">
<div class="book">
<img
class="book-cover"
src="./src/books/a-brief-history-of-time.jpeg"
alt="Cover of the book A brief history of time"
/>
<p>A Brief History of Time</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/the-foundation.jpg"
alt="Cover of the book The Foundation"
/>
<p>The Foundation</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/foundation-and-empire.jpg"
alt="Cover of the book Foundation and Empire"
/>
<p>Foundation and Empire</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/the-curious-incident-of-the-dog-in-the-night-time.jpg"
alt="Cover of the book The Curious Incident of the Dog in the Night-Time"
/>
<p>The Curious Incident of the Dog in the Night-Time</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/fantastic-mr-fox.jpg"
alt="Cover of the book Fantastic Mr. Fox"
/>
<p>Fantastic Mr. Fox</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/charlottes-web.jpg"
alt="Cover of the book Charlotte's Web"
/>
<p>Charlotte's Web</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/the-story-of-doctor-dolittle.jpg"
alt="Cover of the book The Story of Doctor Dolittle"
/>
<p>The Story of Doctor Dolittle</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/ative-sua-mente.jpg"
alt="Cover of the book Ative sua mente"
/>
<p>Ative sua Mente</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/pai-me-compra-um-amigo.jpg"
alt="Cover of the book Pai me compra um amigo"
/>
<p>Pai me compra um amigo</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/yes-to-life.jpg"
alt="Cover of the book Yes to life: In spite of everything">
<p>Yes to Life: In Spite of Everything</p>
</div>
<div class="book">
<img
class="book-cover"
src="./src/books/flamingo-boy.jpg"
alt="Cover of the book Flamingo Boy">
<p>Flamingo Boy</p>
</div>
</div>
</html>