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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="description" content="Portfolio" />
<link rel="preconnect" href="https://fonts.googleapis.com" />
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
<link href="https://fonts.googleapis.com/css2?family=Poppins:wght@400;500;700&display=swap" rel="stylesheet" />
<script src="https://kit.fontawesome.com/fa62c117c7.js" crossorigin="anonymous"></script>
<link rel="stylesheet" href="styles.css" />
<title> Lisa Samuelsson </title>
</head>
<body class="dark" id="top">
<header class="header center">
<h3>
<a href class="link"></a>
</h3>
<nav class="nav center">
<ul class="nav__list center">
<li class="nav__list-item">
<a class="link link--nav" href="#projects">Work</a>
</li>
<li class="nav__list-item">
<a class="link link--nav" href="#courses">Courses</a>
</li>
<li class="nav__list-item">
<a class="link link--nav" href="#skills">Skills</a>
</li>
<li class="nav__list-item">
<a class="link link--nav" href="#contact">Contact</a>
</li>
</ul>
<button type="button" aria-label="toggle theme" class="btn btn--icon">
<i aria-hidden="true" id="btn-theme" class="fas fa-sun"></i>
</button>
<button type="button" aria-label="toggle navigation" class="btn btn--icon nav__hamburger">
<i aria-hidden="true" class="fas fa-bars"></i>
</button>
</nav>
</header>
<main>
<!-- About -->
<div class="about center">
<img src="lisa-avatar.png" alt="avatar-img" class="avatar">
<h1> <span class="about__name">Lisa Samuelsson</span></h1>
<h2 class="about__role">Aspiring data scientist.</h2>
<h4 class="about__title pink">M.Sc. Student in Data Science and AI at Chalmers University of Technology</h4>
<p class="about__desc">
I started studying <span class="bold">software engineering</span> at <span class="bold">Chalmers University of
Technology</span> in 2019, because I found
myself increasingly amazed by the technology I used everyday, and I wanted to know how it all worked.
</p>
<p class="about__desc">
This curiosity led me on to choosing a <span class="bold">masters degree</span> in <span class="bold">data
science and artificial intelligence</span>.
I have a wide variety of interests and am always excited to learn new things, which is why data science
is a perfect fit for me. My goal is to find clever ways to use data in order to discover new things
and develop my understanding of the world.
</p>
<!-- <p class="about__desc">
My sentences often start with "In a podcast I listened to they said that ...". I also love music, and if you want to stare into
my soul (or listen to it?) you can find my Spotify Wrapped for 2022 <span class="underscore">
<a href="https://open.spotify.com/playlist/5Io8sc9n3mrWv0nZTELVT6?si=43f9135a5b2a42d0" target="_blank"
rel="noopener noreferrer">here</a></span>. What better way is there to get to know someone?
</p>
<p class="about__desc">
* If you want to see a short video that sums up how I still feel, you can click
<span class="underscore">
<a href="https://www.tiktok.com/@ethanforyou/video/7172651342765296938?_r=1&_t=8ZAMtVFL3qw" target="_blank"
rel="noopener noreferrer">here</a></span>.
</p>
-->
<div class="about__contact center">
<a href="https://lisaelsi.github.io/LisaSamuelssonResume/" target="_blank" rel="noopener noreferrer">
<span class="btn btn--outline">Resume</span>
</a>
<a href="https://www.linkedin.com/in/lisa-samuelsson/" aria-label="linkedin" class="link link--icon"
target="_blank" rel="noopener noreferrer">
<i aria-hidden="true" class="fab fa-linkedin"></i>
</a>
<a href="https://github.com/lisaelsi" aria-label="source code" class="link link--icon">
<i aria-hidden="true" class="fab fa-github"></i>
</a>
</div>
</div>
<!-- Projects -->
<section id="projects" class="section projects">
<h2 class="section__title"> Work and Projects</h2>
<div class="projects__grid">
<div class="project">
<h3 class="pink">Summer Internship at Lantmännen</a></h3>
<h5>June 2023 - August 2023</a></h5>
<p class="project__description">
During my Lantmännen internship, I worked on data science projects within HR. I evaluated the process of
creating salary
ranges using a data-driven approach and wrote a report on efficiency enhancements. By using Power Automate,
I automated
tasks to minimize manual effort and enhance accuracy. I also created a specialized analytical tool for
accurate salary
range calculations and used data visualization to communicate insights and trends, thereby aiding
decision-making.
</p>
<ul class="project__stack">
<li class="project__stack-item">Power Automate</li>
<li class="project__stack-item">Excel</li>
<li class="project__stack-item">Python</li>
<li class="project__stack-item">Professional Writing</li>
</ul>
</div>
<div class="project">
<h3 class="pink">Head of HR, Engineers Without Borders at Chalmers</a></h3>
<h5>August 2023 - Present</a></h5>
<p class="project__description">
I wanted to volunteer for something meaningful, and my experience working closely with HR professionals
during
my internship at Lantmännen inspired me to contribute in the field of human resources. This led me to take
on the role as
Head of HR for Engineers Without Borders at Chalmers. I manage all aspects of human resources,
focusing on recruiting and training engineering students for various humanitarian projects.
</p>
<ul class="project__stack">
<li class="project__stack-item">Communication</li>
<li class="project__stack-item">Leadership</li>
<li class="project__stack-item">Team Building</li>
</ul>
</div>
</div>
<div class="projects__grid">
<div class="project">
<h3 class="pink">
Automation of the Beekeeping Process</a></h3>
<h5>January 2022 - June 2022</a></h5>
<p class="project__description">
My bachelor’s thesis was a machine learning project in collaboration with Ericsson. The aim was to
web application for beekeepers
with which they can monitor their beehives. Sensors assembled on a beehive allowed for continuous collection
of data, which was used to train two machine learning models. We developed one model for analysis of sound
from
the beehive, and one model for analysis of images of bees entering the beehive.
</p>
<ul class="project__stack">
<li class="project__stack-item">Python</li>
<li class="project__stack-item">Machine Learning</li>
<li class="project__stack-item">Web Development</li>
<li class="project__stack-item">Academic Writing</li>
</ul>
<a href="https://github.com/lisaelsi/Bachelor-Thesis" aria-label="source code" class="link link--icon"
target="_blank" rel="noopener noreferrer">
<i aria-hidden="true" class="fab fa-github">
</i>
</a>
</div>
<div class="project">
<h3 class="pink">
Summer Internship at Volvo Group</a></h3>
<h5>June 2022 - August 2022</a></h5>
<p class="project__description">
During my time at Volvo I worked with two projects. I developed an API using Python, Flask and SQLAlchemy to
help facilitate the
access to certain data for truck mechanics. I also wrote a program using Selenium WebDriver that automates
tests
in an internal data system. The goal was to minimize manual labour and ensure quality and correctness
of
stored information.
</p>
<ul class="project__stack">
<li class="project__stack-item">Python</li>
<li class="project__stack-item">SQLAlchemy</li>
<li class="project__stack-item">Flask</li>
<li class="project__stack-item">Selenium WebDriver</li>
</ul>
</div>
</div>
<div class="projects__grid">
<div class="project">
<h3 class="pink">
Student Mentor</a></h3>
<h5>September 2021 - June 2023</a></h5>
<p class="project__description">
Chalmers offers student mentors as a resource to students with functional variations/disabilities,
and since October 2021 I have had a mentee who I meet weekly during the semesters. Together we make
a schedule for the week, create to do-lists and plan ahead for exams or assignments. I also always
try to provide general guidance, advice and support.
</p>
<ul class="project__stack">
<li class="project__stack-item">Problem Solving</li>
<li class="project__stack-item">Leadership</li>
<li class="project__stack-item">Communication</li>
</ul>
</div>
<div class="project">
<h3 class="pink">
Student Ambassador</a></h3>
<h5>August 2020 - Present</a></h5>
<p class="project__description">
As a student ambassador I share my Chalmers experience at events, fairs and meet ups. One part of the job is
to help
prospective students find the right education, but a broader goal is to inspire young people to a future
within STEM.
Through this job I have met people of all ages and from all backgrounds, from middle graders participating
in fun tech
challenges, to adults looking for a career change.
</p>
<ul class="project__stack">
<li class="project__stack-item">Communication</li>
<li class="project__stack-item">Public Speaking</li>
<li class="project__stack-item">Networking</li>
</ul>
</div>
</div>
<div class="projects__grid">
<div class="project">
<h3 class="pink">
Note Taker</a></h3>
<h5>March 2020 - Present</a></h5>
<p class="project__description">
Since my second semester at Chalmers I have been working as a note taker. This means I share my lecture
notes
with one or several students who have a functional variation/disability. In order to make my notes helpful I
revise and restructure them after the lectures, which also benefits my learning. Hearing how my notes can
help
students who struggle in different ways is also tremendously rewarding!
</p>
<ul class="project__stack">
<li class="project__stack-item">Time Management</li>
<li class="project__stack-item">Planning</li>
<li class="project__stack-item">Organization</li>
</ul>
</div>
<div class="project">
<h3 class="pink">
OurWrapped</a></h3>
<p class="project__description">
Each year, Spotify releases a playlist with your most played songs - Spotify Wrapped. Me and my friends like
to play a game
where we all add our top songs to one playlist, and everyone then guesses
whose song is playing. An issue was that we could see who had added each song to the collaborative playlist.
To solve this problem, I created this simple script with the Spotify API. You simply enter the usernames of
the participants
and the number of songs to select, and a new playlist is automatically created. You are ready to play!
</p>
<ul class="project__stack">
<li class="project__stack-item">Hobby Project</li>
<li class="project__stack-item">API</li>
<li class="project__stack-item">Python</li>
</ul>
<a href="https://github.com/lisaelsi/OurWrapped" aria-label="source code" class="link link--icon"
target="_blank" rel="noopener noreferrer">
<i aria-hidden="true" class="fab fa-github">
</i>
</a>
</div>
</div>
</section>
<!-- Projects -->
<section id="courses" class="section projects">
<h2 class="section__title">Some of my <span class="pink">favorite</span> courses</h2>
<div class="projects__grid">
<div class="project">
<h3>
<a href="https://www.chalmers.se/en/education/your-studies/find-course-and-programme-syllabi/course-syllabus/DAT465/?acYear=2023%2F2024"
target="_blank" rel="noopener noreferrer">
Causality and Causal Inference </a>
</h3>
<p class="project__description">
A course that covers causality and causal inference from a mathematical, statistical and computational
perspective.
We learned to identify causal inference problems and practiced solving them in practical applications.
Consisted of weekly modules with individual assignments along with a larger project carried out in pairs.
</p>
<ul class="project__stack">
<li class="project__stack-item">Statistics</li>
<li class="project__stack-item">Data Science</li>
<li class="project__stack-item">Causal Inference</li>
</ul>
</div>
<div class="project">
<h3>
<a href="https://www.chalmers.se/en/education/your-studies/find-course-and-programme-syllabi/course-syllabus/DAT440/?acYear=2022%2F2023"
target="_blank" rel="noopener noreferrer">
Advanced Topics in Machine Learning </a>
</h3>
<p class="project__description">
The course focused on theoretical machine learning and computational aspects, online learning, reinforcement
learning, and deep learning models. The goal of the course was to prepare us for research and development of
advanced machine learning methods, and make us able to select suitable models for more complex machine
learning tasks.
</p>
<ul class="project__stack">
<li class="project__stack-item">Deep Learning</li>
<li class="project__stack-item">Reinforcement Learning</li>
<li class="project__stack-item">Python</li>
</ul>
<a href="https://github.com/lisaelsi/AdvancedTopicsMachineLearning" aria-label="source code"
class="link link--icon" target="_blank" rel="noopener noreferrer">
<i aria-hidden="true" class="fab fa-github">
</i>
</a>
</div>
</div>
<div class="projects__grid">
<div class="project">
<h3>
<a href="https://www.chalmers.se/en/education/your-studies/find-course-and-programme-syllabi/course-syllabus/DAT410/?acYear=2022%2F2023"
target="_blank" rel="noopener noreferrer">
Design of AI Systems </a>
</h3>
<p class="project__description">
This course covers a multitude of AI systems, discussing why they are used and how they are built. We have
read papers describing
the design of AI systems such as AlphaZero and Watson. We have also implemented some AI systems, for example
a recommendation system.
The course also includes discussion about the possibilities and limitations of AI, as well as ethics and
societal impact.
</p>
<ul class="project__stack">
<li class="project__stack-item">Artificial Intelligence</li>
<li class="project__stack-item">Ethics</li>
<li class="project__stack-item">Academic Writing</li>
</ul>
<a href="https://github.com/lisaelsi/DAIS" aria-label="source code" class="link link--icon" target="_blank"
rel="noopener noreferrer">
<i aria-hidden="true" class="fab fa-github">
</i>
</a>
</div>
<div class="project">
<h3>
<a href="https://www.chalmers.se/en/education/your-studies/find-course-and-programme-syllabi/course-syllabus/DAT340/"
target="_blank" rel="noopener noreferrer">
Applied Machine Learning </a>
</h3>
<p class="project__description">
An elective course that gives an introduction to machine learning techniques. We worked in pairs with weekly
programming
assignments, covering topics such as clustering, neural networks, and regression and classification. The
course had an
emphasis on real-world examples of machine learning systems and discussed areas such as ecommerce, natural
language
processing and business intelligence.
</p>
<ul class="project__stack">
<li class="project__stack-item">Machine Learning</li>
<li class="project__stack-item">Python</li>
<li class="project__stack-item">Data Science</li>
</ul>
<a href="https://github.com/lisaelsi/AppliedMachineLearning" aria-label="source code" class="link link--icon">
<i aria-hidden="true" class="fab fa-github"></i>
</a>
</div>
</div>
<div class="projects__grid">
<div class="project">
<h3> <a href="https://kursplaner.gu.se/pdf/kurs/en/dit095" target="_blank" rel="noopener noreferrer">
Human Computer Interaction </a></h3>
<p class="project__description">
An elective course covering the human centered design process, from user research to design of user
interfaces.
Though these topics are not my main area of focus, this course taught me the importance of considering the
users needs,
how I can discover these needs and create designs that fulfill them. This is something that I now apply
when creating any
type of system.
</p>
<ul class="project__stack">
<li class="project__stack-item">UX design</li>
<li class="project__stack-item">User Research</li>
<li class="project__stack-item">Academic Writing</li>
</ul>
<a href="https://github.com/lisaelsi/Pedal-Plan-DAT420" aria-label="source code" class="link link--icon">
<i aria-hidden="true" class="fab fa-github"></i>
</a>
</div>
<div class="project">
<h3> <a
href="https://www.chalmers.se/en/education/your-studies/find-course-and-programme-syllabi/course-syllabus/DAT257/?acYear=2022%2F2023"
target="_blank" rel="noopener noreferrer">
Agile Software Project Management</a></h3>
<p class="project__description">
This project course consisted of creating an app geared towards an actual external stakeholder. Much of the
focus was on how to efficiently work
in teams according to the Agile methodology. My team and I developed an android app for apartment swapping,
written in Java using Android Studio.
</p>
<ul class="project__stack">
<li class="project__stack-item">Scrum</li>
<li class="project__stack-item">Android Development</li>
<li class="project__stack-item">UX design</li>
</ul>
<a href="https://github.com/MarcusRandevik/Team-Abacus" aria-label="source code" class="link link--icon">
<i aria-hidden="true" class="fab fa-github"></i>
</a>
</div>
</div>
</section>
<!-- Skills -->
<section class="section skills" id="skills">
<h2 class="section__title">Skills</h2>
<ul class="skills__list">
<li class="skills__list-item btn btn--plain">Python</li>
<li class="skills__list-item btn btn--plain">Keras</li>
<li class="skills__list-item btn btn--plain">Tensorflow</li>
<li class="skills__list-item btn btn--plain">Pandas</li>
<li class="skills__list-item btn btn--plain">SQL</li>
<li class="skills__list-item btn btn--plain">Java</li>
<li class="skills__list-item btn btn--plain">JavaScript</li>
<li class="skills__list-item btn btn--plain">Power Automate</li>
<li class="skills__list-item btn btn--plain">Excel</li>
<li class="skills__list-item btn btn--plain">Flask</li>
<li class="skills__list-item btn btn--plain">C</li>
<li class="skills__list-item btn btn--plain">R</li>
<li class="skills__list-item btn btn--plain">Matlab</li>
<li class="skills__list-item btn btn--plain">HTML/CSS</li>
<li class="skills__list-item btn btn--plain">Git</li>
<li class="skills__list-item btn btn--plain">SCRUM</li>
<li class="skills__list-item btn btn--plain">Requirements Engineering</li>
<li class="skills__list-item btn btn--plain">UX prototyping</li>
<li class="skills__list-item btn btn--plain">Figma</li>
<li class="skills__list-item btn btn--plain">User Research</li>
</ul>
</section>
<!-- Contact -->
<section class="section contact center" id="contact">
<h2 class="section__title">Contact</h2>
<a href="mailto:lisasamuelssons@gmail.com">
<span class="btn btn--outline">Email me</span>
</a>
</section>
</main>
<footer class="footer">
<a href="https://github.com/rajshekhar26/cleanfolio-minimal" class="link footer__link">
Based on a template by Raj Shekhar
</a>
</footer>
<div class="scroll-container">
<div class="scroll-top">
<a aria-label="Scroll up" href="#top">
<i aria-hidden="true" class="fas fa-arrow-up"></i>
</a>
</div>
</div>
<script src="./script.js"></script>
</body>
</html>