A selection of projects that reflect my experience across software development, frontend work,
machine learning and interactive systems.
Master Thesis + Continued Development
QuizGen
A system that generates age-appropriate multiple-choice quizzes from PDF teaching material using a local
large language model, developed with Astmaskolen for Børn og Unge at Aalborg University Hospital.
Teachers upload material, choose an age group (6–18 years) and select the best questions from validated suggestions.
After graduating, I continued developing the system and delivered it to Astmaskolen. As the hospital had no budget
for hosting or paid AI services, I designed it to run fully locally with one-click installers for Windows and Mac,
so no data leaves the computer and there are no running costs.
What I built: The full system, including the FastAPI backend, HTML/JavaScript frontend,
PDF extraction with OCR fallback, prompt design, Ollama integration, validation and repair pipeline,
teacher review flow and deployment packaging.
Python
FastAPI
Ollama
LLM
Prompt Engineering
OCR
JavaScript
Deployment
Freelance Client Project
Malermester Jesper Lauritsen
A complete website and visual identity for a one-man painting business in Hjørring that previously only had a Facebook page.
I owned the project end to end, from client meetings and logos to page design in Figma, development, feedback rounds and launch.
The site has a before and after carousel, a filterable gallery and a contact form that sends requests straight to the painter's inbox,
and it is tailored for both phone and desktop.
What I did: Client meetings, logo work with AI image tools, page design in Figma, frontend development, responsive design,
image editing, copywriting, hosting and SEO.
HTML
CSS
JavaScript
Figma
Visual Identity
Responsive Design
SEO
Individual Project
Emotion-Driven Human-AI Interaction
Built a real-time interactive system combining a Unity interface, a Python backend
and LLM-based response generation. The project explored how emotionally aware AI
interactions can be designed and implemented across multiple system components.
What I worked on: Unity frontend, Python backend logic,
API communication, LLM integration and overall system architecture.
Unity
Python
LLM
API Integration
Interaction Design
Group Project
Machine Learning Prediction Model
Developed a machine learning solution in collaboration with Bluestar PLM to support
intelligent data entry by predicting relevant values based on historical patterns.
The project focused on translating domain-specific data into a practical prediction pipeline.
My contribution: Label encoding, preprocessing, XGBoost integration,
pipeline development, visualization and communication of results to external stakeholders.
Python
XGBoost
Data Processing
ML Pipeline
Visualization
Group Project
NutriScan
Designed and developed a web-based prototype that makes nutritional information easier
to understand through clearer visual hierarchy, navigation and structured product pages.
My contribution: Frontend development in HTML, CSS and JavaScript,
homepage, navigation, search, product page structure and translation of user research into interface decisions.
HTML
CSS
JavaScript
Frontend
UI Design
Group Project
Social Engagement App
Developed an Android application concept aimed at helping students discover social events
through a personalized and accessible mobile experience.
My contribution: UI design and layout work, character selection interface,
timeline and calendar-related features, navigation improvements and collaboration on app structure and implementation.
Java
Android Studio
XML
Mobile UI
Navigation
Individual Project
AdopTree
Designed a high-fidelity mobile app prototype focused on tree adoption and environmental engagement,
exploring how user motivation, interface design and digital tools can support urban tree care.
What I worked on: Full concept development, user flow design, interface design,
research translation and high-fidelity prototyping in Figma.
Figma
UX/UI
Prototype
User Flow
Mobile Design