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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">
<title>Vebjørn Haugland</title>
<link rel="stylesheet" href="style.css">
<!-- Feather Icons for social links -->
<script src="https://unpkg.com/feather-icons"></script>
</head>
<body>
<div class="container">
<!-- Header -->
<header>
<img src="assets/profile.jpg" alt="Vebjørn Haugland" class="profile-img">
<div class="header-content">
<h1>Vebjørn Haugland</h1>
<!-- <p class="tagline">Computer Science Master's Student @ NTNU 🎓 | AI & ML Enthusiast 🤖</p> -->
<p class="bio">
I am a master's student in Computer Science at <a href="https://www.ntnu.edu/">NTNU</a>, graduating in 2026. My research focuses on uncertainty quantification for
frozen self-supervised vision foundation models — why standard distance-based methods fail
and what representation geometry reveals about when they can be fixed. This work is done in
collaboration with DNV, with applications to structural inspection.
I studied at <a href="https://www.mit.edu/">MIT</a> as a <a href="https://fulbright.no/informasjon-for-utreisende-fulbright-stipendiater/ta-kontakt-med-en-fulbrighter-2#:~:text=Vebjørn">Fulbright Scholar</a> and at <a href="https://ethz.ch/en.html">ETH Zürich</a>.
This summer, I join <a href="https://www.cognite.com/en/product/atlas">Cognite's Atlas AI</a> research team to work on foundational transformer models for industrial applications.
</p>
<div class="social-links">
<a href="#" id="email-link">Email</a> /
<a href="https://github.com/vebbis">GitHub</a> /
<a href="https://linkedin.com/in/vebjornhaugland">LinkedIn</a> /
<a href="https://www.youtube.com/@vebjornhaugland">YouTube</a> /
<a href="resume.pdf">Resume</a>
</div>
</div>
</header>
<!-- About Content (Timeline) -->
<div id="about" class="timeline-container">
<!-- Education: MIT -->
<div class="timeline-item">
<div class="timeline-date">Sep 2024 - May 2025</div>
<div class="timeline-logo">
<img src="assets/logos/mit.png" alt="MIT Logo">
</div>
<div class="timeline-content">
<h3>Massachusetts Institute of Technology (MIT)</h3>
<div class="role">Exchange Student</div>
<p>Algorithms and Theoretical ML. Fulbright Scholar.</p>
</div>
</div>
<!-- Education: ETH -->
<div class="timeline-item">
<div class="timeline-date">Sep 2023 - Aug 2024</div>
<div class="timeline-logo">
<img src="assets/logos/eth.png" alt="ETH Logo">
</div>
<div class="timeline-content">
<h3>ETH Zürich</h3>
<div class="role">Exchange Student</div>
<p>Probabilistic AI, Machine Learning and Big Data.</p>
</div>
</div>
<!-- Education: NTNU -->
<div class="timeline-item">
<div class="timeline-date">Aug 2021 - Jun 2026</div>
<div class="timeline-logo">
<img src="assets/logos/ntnu.png" alt="NTNU Logo">
</div>
<div class="timeline-content">
<h3>NTNU</h3>
<div class="role">M.Sc. in Computer Science</div>
<p>Specialization in AI.</p>
</div>
</div>
</div>
<h2>Projects</h2>
<div id="projects" class="timeline-container">
<!-- Project: DNV Thesis -->
<div class="timeline-item">
<div class="timeline-date">2025 - 2026</div>
<div class="timeline-logo">
<img src="assets/proj_logos/dnv.png" alt="DNV Project Logo">
</div>
<div class="timeline-content">
<h3>Uncertainty Quantification for Frozen Self-Supervised Vision Foundation Models</h3>
<div class="role">Master's Thesis, NTNU — in collaboration with DNV</div>
<p>Investigating why distance-based uncertainty methods fail on frozen SSL features.
Working on a geometric diagnosis framework linking representation structure to UQ performance,
applied to ship hull crack detection.</p>
</div>
</div>
<!-- Project: Snowpole -->
<div class="timeline-item">
<div class="timeline-date">Fall 2025</div>
<!-- Empty logo div to maintain alignment -->
<div class="timeline-logo"></div>
<!-- Logo moved to content -->
<div class="timeline-content">
<h3>Snowpole Object Detection Challenge</h3>
<div class="role">TDT17 - Visual Intelligence, NTNU</div>
<p>Ranked <strong>1st place on the leaderboard</strong> for the snowpole object detection challenge.
</p>
<img src="assets/proj_logos/snowpole.png" alt="Snowpole Project Logo" class="project-showcase-img">
</div>
</div>
<!-- Project: Smile Detection -->
<div class="timeline-item">
<div class="timeline-date">Spring 2025</div>
<!-- Empty logo div to maintain alignment -->
<div class="timeline-logo"></div>
<div class="timeline-content">
<h3>Smile Detection</h3>
<div class="role">Final Project, 18.0651 Matrix Methods, MIT</div>
<p>Built an InceptionV3-based classifier on CelebA dataset. Received a score of 100/100 and Grade A.
</p>
<img src="assets/proj_logos/smile.png" alt="Smile Project Logo" class="project-showcase-img">
</div>
</div>
<!-- Project: DETR -->
<div class="timeline-item">
<div class="timeline-date">2025</div>
<div class="timeline-logo">
<img src="assets/proj_logos/yt.png" alt="YouTube Project Logo">
</div>
<div class="timeline-content">
<h3>DETR from scratch</h3>
<div class="role">YouTube project, 2025</div>
<p>Coded the popular DEtection TRansformer architecture by Facebook AI Research (FAIR) from scratch
and made a YouTube video of it.</p>
</div>
</div>
</div>
<h2>Internships</h2>
<div id="internships" class="timeline-container">
<!-- Internship: Cognite -->
<div class="timeline-item">
<div class="timeline-date">Summer 2026</div>
<div class="timeline-logo">
<img src="assets/logos/cognite.png" alt="Cognite Logo">
</div>
<div class="timeline-content">
<h3>Cognite</h3>
<div class="role">Foundational Model Research & Engineering Internship</div>
<p>Foundational transformer model research and development for industrial applications.</p>
</div>
</div>
<!-- Internship: DNV -->
<div class="timeline-item">
<div class="timeline-date">Jun 2025 - Aug 2025</div>
<div class="timeline-logo">
<img src="assets/logos/dnv.png" alt="DNV Logo">
</div>
<div class="timeline-content">
<h3>DNV</h3>
<div class="role">Summer Internship</div>
<p>Combined mathematical optimization and Monte Carlo sampling to predict ship operating costs.</p>
</div>
</div>
<!-- Internship: Haugesund -->
<div class="timeline-item">
<div class="timeline-date">Jun 2023 - Aug 2023</div>
<div class="timeline-logo">
<img src="assets/logos/municipality.png" alt="Haugesund Municipality Logo">
</div>
<div class="timeline-content">
<h3>Haugesund Municipality</h3>
<div class="role">Summer Internship</div>
<p>Developed property tax analysis software using Java, PostgreSQL, and Microsoft Azure.</p>
</div>
</div>
<!-- Internship: Helsenett -->
<div class="timeline-item">
<div class="timeline-date">Jun 2022 - Aug 2022</div>
<div class="timeline-logo">
<img src="assets/logos/helsenett.png" alt="Norsk Helsenett Logo">
</div>
<div class="timeline-content">
<h3>Norsk Helsenett SF</h3>
<div class="role">Summer Internship</div>
<p>Worked in .NET and C# to generate test data for a large-scale system.</p>
</div>
</div>
</div>
<h2>Work Experience</h2>
<div id="experience" class="timeline-container">
<!-- Experience: NTNUI Sprint -->
<div class="timeline-item">
<div class="timeline-date">Sep 2022 - Jun 2023</div>
<div class="timeline-logo">
<img src="assets/logos/ntnui.png" alt="NTNUI Logo">
</div>
<div class="timeline-content">
<h3>NTNUI Sprint</h3>
<div class="role">Back-end Developer (Volunteer)</div>
<p>Maintained and developed IT solutions for NTNUI, the sports organization at NTNU, with
approximately
15,000 active members.</p>
</div>
</div>
<!-- Experience: MentorNorge -->
<!-- Experience: Navy -->
<div class="timeline-item">
<div class="timeline-date">Jul 2020 - Jul 2021</div>
<div class="timeline-logo">
<img src="assets/logos/navy.png" alt="Royal Norwegian Navy Logo">
</div>
<div class="timeline-content">
<h3>The Royal Norwegian Navy</h3>
<div class="role">Guard Commander</div>
<p>Compulsory military service. Serving as a guard commander, I was responsible for 6 soldiers and
the
training of new contingents.</p>
</div>
</div>
</div>
<h2>Teaching</h2>
<div id="teaching" class="timeline-container">
<!-- Teaching: NTNU -->
<div class="timeline-item">
<div class="timeline-date">Jan 2023 - Dec 2025</div>
<div class="timeline-logo">
<img src="assets/logos/ntnu.png" alt="NTNU Logo">
</div>
<div class="timeline-content">
<h3>NTNU</h3>
<div class="role">Learning Assistant</div>
<ul>
<li>TDT4120 - Algorithms and Data Structures, Fall '25</li>
<li>TDT4100 - Object-Oriented Programming in Java, Spring '23</li>
</ul>
</div>
</div>
<div class="timeline-item">
<div class="timeline-date">Oct 2021 - May 2022</div>
<div class="timeline-logo">
<img src="assets/logos/mentor.png" alt="MentorNorge Logo">
</div>
<div class="timeline-content">
<h3>MentorNorge</h3>
<div class="role">Mentor</div>
<p>Provided personalized math tutoring for upper secondary high school students. Helped students
achieve
significant improvements, reaching top-tier grades.</p>
</div>
</div>
</div>
<h2>Publications / Preprints</h2>
<div id="publications" class="timeline-container">
<!-- Content to be added -->
In preparation, 2026.
</div>
<footer>
<p>© 2026 Vebjørn Haugland. Built using Google Antigravity & Human Intent.</p>
</footer>
</div>
<script src="script.js"></script>
</body>
</html>