Background
I am a 4th-year M.Sc. student in Computer Science and Software Engineering at Linköping University, specialising in AI and machine learning.
About
More about me
What I work with
AI, machine learning, programming, optimisation, fullstack and software development, with a focus on turning complex challenges into efficient solutions.
How I work
I enjoy collaborating in teams, taking ownership when needed and creating structured, practical results through clear thinking and technical execution.
Projects
Selected work
Featured
Natural Language Processing
LLM Reasoning Experiments
A project focused on reasoning-oriented large language model experiments, including evaluation, supervised fine-tuning and reinforcement learning workflows.
- Python
- PyTorch
- Reinforcement Learning
- Supervised Fine-Tuning
Featured
Sports Analytics
Football Market Value Prediction
Course project for TDDE64 Sports Analytics at Linköping University. Predicts Premier League field players' market values from on-field performance statistics using multiple ML models, then benchmarks predictions against Transfermarkt values and actual transfer fees.
- Python
- scikit-learn
- XGBoost
- Random Forest
- SHAP
Bachelor Thesis
Software Engineering
TAK Simulator
Bachelor's thesis project (TDDD96) at Linköping University. A Python application that emulates multiple TAK clients (ATAK, WinTAK, TAK Server) and runs scripted multi-client scenarios, providing a testbed for TAK-integrated systems without real devices or operators.
- Python
- asyncio
- Protobuf
- Pydantic
- Scrum
Course Project
Artificial Intelligence
Artificial Intelligence Project Course
A course project focused on AI method selection, experimental evaluation, performance metrics and integrating artificial intelligence into a larger full system.
- Python
- AI methods
- Evaluation
- System integration
Portfolio
Projects and Coursework
GitHub Portfolio and Course Projects
A broader collection of projects and coursework covering software engineering, machine learning, artificial intelligence, full-stack development, technical writing, and problem-solving across university work.
- Python
- Java
- C
- C++
- R
- MATLAB
- Assembly
- HTML
- CSS
- JavaScript
- SQL
Contact
Want to get in touch?
For internships, collaborations or opportunities in AI, machine learning and software engineering, feel free to reach out!