Pontus Berglund

PONTUS BERGLUND

Computer Science Graduate

Originally from Gotland, I am currently pursuing a 5-year program in Information Technology at The Royal Institute of Technology (KTH), working towards a Master's degree in Computer Science.

Python Java C JavaScript SQL

Education

The Royal Institute of Technology (KTH)

Civilingenjörsexamen (Master of Science in Engineering) in Information Technology, with the master's in Computer Science

  • Specialization: Machine Learning track (AI, Algorithm Development, Data Viz)
  • Bachelor's thesis: Analysis and Implementation of Music Shuffle Algorithms
  • Master's thesis (Ongoing): Development and evaluation of coding agents in distributed systems
  • Achievements: Multiple KTH-affiliated scholarships for good academic results; maintained a consistent track record of meeting all deadlines and examination targets, with zero delayed credits
  • Teaching Assistant for Algorithms and Data Structures during two course rounds

Singapore University of Technology and Design (SUTD)

Exchange Term, Machine learning/Deep learning/Robotics/Programming language concepts

Part of my master's program at KTH. Done during the second semester.

  • Developed my knowledge in Machine Learning, Deep Learning, Robotics, and Programming Language Concepts through up-to-date courses combining theory and practical aspects
  • Collaborated in diverse teams with local and international students

Projects

1. MMAudio

Modified an open source video to sound model to incorporate depth features of the videos. Then retrained the base model and modified version from scratch using Google Cloud. Done in collaboration with Epidemic Sound in Stockholm. The video on the left shows a video with sound generated by our model.

GitHub Repo View paper

2. ImageWrench

ImageWrench is a lightweight, cross-platform bitmap (.bmp) image editor. Supporting a variety of bitmap formats and provides tools for image manipulation, including customizable convolution kernels of various sizes for effects such as blur, sharpen, and edge detection, as well as adjust color properties like hue, saturation, and brightness.

GitHub Repo

3. ReShuffle

ReShuffle

A web application using Spotify API to shuffle music with custom algorithms like artist spreading. The algorithms are based on my Bachelor's thesis.

Visit Site GitHub Repo

4. Star Wars Wiki

Star Wars Wiki

Explore details about your beloved Star Wars characters, vehicles and locations! Dive into nearly 1700 pages of information. Connect with fellow fans, share your favorites, and showcase them to the Star Wars community! Star Wars Wiki built with React JS during an interactive web programming course.

Visit Site GitHub Repo