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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta
name="viewport"
content="width=device-width, initial-scale=1, shrink-to-fit=no"
/>
<meta name="description" content="" />
<meta name="author" content="" />
<title>Resume - Henrique Branco</title>
<link rel="icon" type="image/x-icon" href="assets/img/favicon.ico" />
<!-- Font Awesome icons (free version)-->
<script
src="https://use.fontawesome.com/releases/v6.3.0/js/all.js"
crossorigin="anonymous"
></script>
<!-- Google fonts-->
<link
href="https://fonts.googleapis.com/css?family=Saira+Extra+Condensed:500,700"
rel="stylesheet"
type="text/css"
/>
<link
href="https://fonts.googleapis.com/css?family=Muli:400,400i,800,800i"
rel="stylesheet"
type="text/css"
/>
<!-- Core theme CSS (includes Bootstrap)-->
<link href="css/styles.css" rel="stylesheet" />
</head>
<body id="page-top">
<!-- Navigation-->
<nav
class="navbar navbar-expand-lg navbar-dark bg-primary fixed-top"
id="sideNav"
>
<a class="navbar-brand js-scroll-trigger" href="#page-top">
<span class="d-block d-lg-none">Henrique Branco</span>
<span class="d-none d-lg-block"
><img
class="img-fluid img-profile rounded-circle mx-auto mb-2"
src="assets/img/profile.jpg"
alt="..."
/></span>
</a>
<button
class="navbar-toggler"
type="button"
data-bs-toggle="collapse"
data-bs-target="#navbarResponsive"
aria-controls="navbarResponsive"
aria-expanded="false"
aria-label="Toggle navigation"
>
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#professional-summary"
>Professional summary</a
>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#skills">Skills</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#experience"
>Experience</a
>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#freelance"
>Freelance jobs</a
>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#education"
>Education</a
>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#languages"
>Languages</a
>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#certifications"
>Certifications</a
>
</li>
</ul>
</div>
</nav>
<!-- Page Content-->
<div class="container-fluid p-0">
<!-- Professional summary-->
<section class="resume-section" id="professional-summary">
<div class="resume-section-content">
<h1 class="mb-0">
Henrique
<span class="text-primary">Branco</span>
</h1>
<div class="subheading mb-5">
32 years · São José do Rio Preto/SP, Brazil ·
<a href="mailto:[email protected]" , target="_blank"
>
</div>
<p class="lead mb-5">
Professional experience with Data Products, Machine Learning
Engineering, Data Science, RPA, Python development, and Cloud
Computing (Google Cloud Platform).
</p>
<p class="lead mb-5">
Experienced with teaching Python in live-coding to individuals and
groups, fostering collaborative and effective learning. The largest
bootcamp had 200 live students with 6 months duration.
</p>
<div class="social-icons">
<a
class="social-icon"
href="https://www.linkedin.com/in/henriqueajnb/"
target="_blank"
><i class="fab fa-linkedin-in"></i
></a>
<a
class="social-icon"
href="https://github.com/HenriqueAJNB"
target="_blank"
><i class="fab fa-github"></i
></a>
<a
class="social-icon"
href="https://stackoverflow.com/users/12787236/henrique-branco"
target="_blank"
><i class="fab fa-stack-overflow"></i
></a>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Skills-->
<section class="resume-section" id="skills">
<div class="resume-section-content">
<h2 class="mb-5">Skills</h2>
<ul>
<li>
Deployment of machine learning models on GCP (Google Cloud
Platform) using Vertex AI and kubeflow pipelines.
</li>
<li>
Python development within a data product using machine learning
for demand forecasting.
</li>
<li>Data science projects from discovery to deployment.</li>
<li>Excellent knowledge of version control with git and GitHub.</li>
<li>
Technical leader in code quality and best architecture practices.
</li>
<li>Solid knowledge of data quality pipelines.</li>
</ul>
</div>
</section>
<hr class="m-0" />
<!-- Experience-->
<section class="resume-section" id="experience">
<div class="resume-section-content">
<h2 class="mb-5">Experience</h2>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">Machine Learning Engineer</h3>
<div class="subheading mb-3">Grupo Boticário, PR, Brazil</div>
<ul>
<li>
Deployment of 10 machine-learning models for sales forecast
internal platform using GCP (Vertex AI, BigQuery, Cloud
Storage, Cloud Functions), kubeflow pipelines, Docker and
Python. The deployed models helped the demand planner's
persons to take better decisions in demand planning.
</li>
<li>
Tech lead and reference in Python, git and GitHub. I trained
the entire team (7 persons in total) to improve and leverage
their tech and hard skills concerning development and
architecture best practices.
</li>
<li>
Built using git and GitHub multiple private Python packages
used by Data Scientists to speed up machine learning model
development and deployment. By using the helper packages, the
Data Scientist improved the required time to develop a model
from 1 month to 1 week and the deployment time from 1 week to
1 day.
</li>
<li>
Automated data quality processes using Python packages and
BigQuery. This improved the quality of data that serves as an
input to the forecast model, leading to better regression
metrics results and a more accurate demand prediction.
</li>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">October 2021 - Present</span>
</div>
</div>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">Data Scientist</h3>
<div class="subheading mb-3">Grupo Boticário, PR, Brazil</div>
<ul>
<li>
Develop a machine learning model related to the planning and
demand area (S&OP).
</li>
<li>
Completely restructured the Python code of a pre-existing
machine-learning model for demand forecasting, reducing the
model's error metrics (MAPE and WAPE) by 10%. The task was
done by applying best development practices on the legacy code
base.
</li>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">December 2020 - October 2021</span>
</div>
</div>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">RPA Developer</h3>
<div class="subheading mb-3">Cellere IT, SP, Brazil</div>
<ul>
<li>
Develop process automation for external clients using RPA
tools and Python, with a focus on standardizing processes,
reducing errors caused by human interference, and increasing
efficiency in repetitive tasks.
</li>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">July 2020 - December 2020</span>
</div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between">
<div class="flex-grow-1">
<h3 class="mb-0">Trainee RPA Developer & Data Scientist</h3>
<div class="subheading mb-3">Bosch, SP, Brazil</div>
<ul>
<li>
Development bots using RPA with Automation Anywhere in
corporate and engineering areas to increase efficiency
throughout the company.
</li>
<li>
Reduce allocation of personnel to repetitive tasks that do not
add value to the process, as well as lead time.
</li>
<li>
Improve the quality of internal data using Python data quality
process.
</li>
<li>
Assist employees in their tasks through artificial
intelligence and analysis of internal and external data.
</li>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">January 2020 - July 2020</span>
</div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Freelance jobs -->
<section class="resume-section" id="freelance">
<div class="resume-section-content">
<h2 class="mb-5">Freelance jobs</h2>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">VSCode instructor</h3>
<div class="subheading mb-3">Coursera Inc., remote, USA</div>
<ul>
<li>
Produced a Guided Project course named "VSCode for Developers: Set up a professional environment"
</li>
<ul>
<li>
The project will be launched in August 2024.
</li>
<li>
Focused on teaching how to use advanced VSCode features for empowering development.
</li>
</ul>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">February 2024 - June 2024</span>
</div>
</div>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">Git instructor</h3>
<div class="subheading mb-3">Coursera Inc., remote, USA</div>
<ul>
<li>
Produced a guided project course named <a
href="https://www.coursera.org/projects/git-for-developers-managing-workflows-and-conflicts"
target="_blank"
>Git for developers: managing workflows and conflicts</a
>
<ul>
<li>
Focused on teaching how to use advanced git feature for collaborative development.
</li>
</ul>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">February 2024 - June 2024</span>
</div>
</div>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">Python and generative AI instructor</h3>
<div class="subheading mb-3">Coursera Inc., remote, USA</div>
<ul>
<li>
Produced a guided project course named <a
href="https://www.coursera.org/projects/gen-ai-code-generation-for-python"
target="_blank"
>Generative AI for software development: code generation for Python</a
>
</li>
<ul>
<li>
Course focused on teaching how to use generative AI tools to learn Python code.
</li>
<li>
Aimed at non technical persons without any previous coding experience.
</li>
</ul>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">August 2023 - November 2023</span>
</div>
</div>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">Python content creator</h3>
<div class="subheading mb-3">
Arjan Code youtube channel, remote, Netherlands
</div>
<ul>
<li>
Link to
<a href="https://www.youtube.com/@ArjanCodes" target="_blank"
>ArjanCode</a
>
channel.
</li>
<li>
Elaborated code examples and video outlines for his YouTube
channel. The published videos are listed below, given the
credits pointing to my
<a
href="https://www.linkedin.com/in/henriqueajnb/"
target="_blank"
>LinkedIn</a
>
in each video description.
</li>
<ul>
<li>
<a
href="https://www.youtube.com/watch?v=zN4VCb0LbQI&t=213s"
target="_blank"
>Attrs, Pydantic, or Python Data Classes?</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=fGNF6wuD-fg&t=1121s"
target="_blank"
>GRASP Design Principles: Why They Matter (And How to Use
Them)</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=uVy23GEehpc"
target="_blank"
>Working with Large Data Sets Made Easy: Understanding
Pandas Data Types</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=0f3moPe_bhk"
target="_blank"
>How to Create and Use Virtual Environments in Python With
Poetry</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=x1fCJ7sUXCM"
target="_blank"
>Raw SQL, SQL Query Builder, or ORM?</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=-tU7fuUiq7w"
target="_blank"
>How to Use Pandas With Pandera to Validate Your Data in
Python</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=txRTzljmV0Q"
target="_blank"
>Functions vs Classes: When to Use Which and Why?</a
>
</li>
<li>
<a
href="https://www.youtube.com/watch?v=mVX3Z46iYTQ"
target="_blank"
>How to Build an OpenAI Powered Tool Really Quickly</a
>
</li>
</ul>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">March 2023 - April 2023</span>
</div>
</div>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">Python Developer</h3>
<div class="subheading mb-3">InferStat Ltd, remote, England</div>
<ul>
<li>
Built unit tests in a finantial trader platform developed in
Python, leading to an increase in the percentage of test
coverage applied by 1%.
</li>
</ul>
</div>
<div class="flex-shrink-0">
<span class="text-primary">April 2020</span>
</div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Education-->
<section class="resume-section" id="education">
<div class="resume-section-content">
<h2 class="mb-5">Education</h2>
<div
class="d-flex flex-column flex-md-row justify-content-between mb-5"
>
<div class="flex-grow-1">
<h3 class="mb-0">University of Sao Paulo, SP, Brazil</h3>
<div class="subheading mb-3">MBA Data Science & Analytics</div>
<p>
<strong>Final project:</strong> built a cosmetic recommendation
system based on chemistry composition
</p>
</div>
<div class="flex-shrink-0">
<span class="text-primary">July 2022</span>
</div>
</div>
<div class="d-flex flex-column flex-md-row justify-content-between">
<div class="flex-grow-1">
<h3 class="mb-0">Federal University of Uberlandia, MG, Brazil</h3>
<div class="subheading mb-3">
Bachelor degree, Mechanical engineering
</div>
<p>
<strong>Exchange year:</strong> Frankfurt University of Applied
Sciences (2015-2016)
</p>
</div>
<div class="flex-shrink-0">
<span class="text-primary">December 2018</span>
</div>
</div>
</div>
</section>
<hr class="m-0" />
<!-- Languages-->
<section class="resume-section" id="languages">
<div class="resume-section-content">
<h2 class="mb-5">Languages</h2>
<ul>
<li><strong>Portuguese:</strong> native</li>
<li><strong>English:</strong> fluent</li>
<li><strong>German:</strong> intermediate</li>
</ul>
</div>
</section>
<hr class="m-0" />
<!-- Certifications-->
<section class="resume-section" id="certifications">
<div class="resume-section-content">
<h2 class="mb-5">Certifications</h2>
<ul class="fa-ul mb-0">
<li>
<span class="fa-li"
><i class="fas fa-trophy text-warning"></i
></span>
Mastering Bots: Design and Construction of an Advanced Digital
Workforce (Automation Anywhere)
</li>
<li>
<span class="fa-li"
><i class="fas fa-trophy text-warning"></i
></span>
430-hour Data Science Training (Data Science Academy)
</li>
<li>
<span class="fa-li"
><i class="fas fa-trophy text-warning"></i
></span>
Proficiency in the German language - telc B1 level test
</li>
</ul>
</div>
</section>
</div>
<!-- Bootstrap core JS-->
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js"></script>
<!-- Core theme JS-->
<script src="js/scripts.js"></script>
</body>
</html>