GitHub portfolio of Martin Dahl

University projects

LiU CDIO

• Project: Detection and classification using CSI sensing
  • Team of 6.
  • See link to repo below for a more in depth explanation of my contribution.
  • Skills: PyTorch, LaTex, Data Analytics in Python
  • https://github.com/mndahlen/CDIO_CSI_SENSING

EPFL Optimization for Machine Learning

• Project: Open project to do anything related to optimization for machine learning
  • Team of 3
  • Skills: Data Analytics in Python, LaTex
  • https://github.com/frasalvi/bayesian-optimization

EPFL Network (Graph) Machine Learning

• Project: Link classification
  • Team of 2
  • Skills: PyTorch, LaTex, Data Analytics in Python
  • Report available in the repository of this readme

EPFL Machine Learning

• Project 1: AICrowd classification of higgs particle
  • Team of 3
  • This was a smaller project
  • https://github.com/mndahlen/CS433-CERN
• Project 2: Detection and classification of Legos in Video
  • Team of 3
  • Final and main project of the course
  • Report available in repository below
  • https://github.com/mndahlen/CS433-LEGO-DETECTION

EPFL Applied Data Analysis

• Project: Community analysis of graph created from QuoteBank dataset
  • Awarded top 10 (no order) out of 117 (Best project award)
  • Team of 4
  • Only the dataset was predefined. Everything else was up to our creativity and ambition!
  • Datastory: https://julienadda.wixsite.com/arcadieteam
  • https://github.com/mndahlen/CS401-SOCIALGRAPH

EPFL Image and Video Processing

• Project: Multi-camera tracking of people in a room
  • On my own, problem was defined and attempted to be solved by myself
  • https://github.com/mndahlen/procam-multi-camera-recognition

LiU BSc Project (Swedish)

• Design and construction of autonomous RC car
  • Team of 6
  • I mostly worked with low level C for the control system of the car
  • I also created a GUI for entry of a race track in Python Tkinter
  • PDF report available in this repository

LiU C++

• Project: Object oriented programming creating a fun game
  • Team of 5
  • Skills: C++
  • I played a big part of designing and implementing the OOP structure as well as a significant part of the game logic. I also created the game cover and a big part of the graphics :)
  • https://github.com/mndahlen/CPP_game

Professional experience

Goldman Sachs

• Summer analyst 2022
  • Worked in the Global Markets Division engineering within electronic trading.
  • Skills: Python, Flask, Git, Gitlab CI, Linux
  • Was given a personal project which I finished in time.

Ericsson

• Summer internship 2021
  • Was given a project which I finished in time with my team mate and I was offered to stay part-time.
  • Positioning using cell-id fingerprinting
  • Skills: C, C++, Git, Linux, Cloud service.

Research Assistant Linköping University

• Created MVPs for various projects. Mostly in Python and Java.
  • Was a research assistant for an Assistant Professor at LiU
  • Skills: Python, Java, Docker, NiFi, Linux, all kinds of hacking and programming.
  • https://www.svt.se/nyheter/lokalt/ost/ai-ska-gora-sjofarten-sakrare
  • https://liu.se/artikel/sakernas-internet-och-ai