Experience

Substorm

• Sweden
• Business Consulting and Services
• 1 - 100 Employee

• Principal Data Scientist

  • Aug 2022 - Present

  As a Principal Data Scientist I have the privilege of working with several different projects and technologies both for our customers and with our internal tech stack. Some examples of projects up until now: Detecting mold on cucumber plants using computer vision. A research project to evaluate computer vision algorithms as well as different camera technologies to see if it is possible to reduce the amount of pesticides used by automatically detecting molds and pests early. Using ChatGTP and other LLMs to safely assist users in various scenarios, from designing buildings in VR with stable diffusion using voice to detect bias in written text. A lot of focus on how to use such technologies in a safe way, mainly from the privacy and data security standpoint. Designing recommendations algorithm and setting up strategy for data collection for a health related app. Advising on digitalisation, ML and AI for customers within the mining and manufacturing industry. Show less



IKEA

• Netherlands
• Retail
• 700 & Above Employee

• Principal Data Scientist

  • Nov 2021 - Jul 2022

  As a Data Scientist Advisor in the Customer Domain I am among other things helping out with the development of our AI as a service with solutions as visual intelligence, in-house recommendations and other features related to machine learning and data science, focusing a lot on our ML engineering capabilities and on getting such solution into production at scale.

• Acting Data & Analytics Leader

  • Jul 2021 - Nov 2021

  Starting the work with a dedicated AI Services and MLOps team.

• Senior Data Scientist

  • Jun 2019 - Nov 2021

  Working as a Senior Data Scientist in our Visual Intelligence team. We are taking features like visual product search from deep learning model research and development all the way to production.

• Acting Product Owner

  • Apr 2021 - Sep 2021

• Acting Product Owner

  • Oct 2019 - Nov 2019

  Had the great opportunity to start up our new Visual Intelligence team as an acting Product Owner and Data Scientist in one.



Prisjakt

• Sweden
• Technology, Information and Internet
• 100 - 200 Employee

• AI & Machine Learning Architect

  • Apr 2018 - May 2019

  As AI Architect in the Core Product Team I was responsible for the technical solutions regarding AI and Machine learning across the company. This included recognizing new opportunities where machine learning could be used, development of new algorithms and methods but also spreading machine learning in the organization.

• Lead AI Expert

  • Feb 2017 - Apr 2018

  At Prisjakt I am working as a senior data scientist with machine learning solutions on various opportunities throughout the company. We are working on everything from automatic product sorting to recommender systems and sentiment analysis. The work is mainly done in Python and Tensorflow.



Axis Communications

• India
• IT Services and IT Consulting
• 1 - 100 Employee

• Senior Software Engineer

  • Apr 2015 - Feb 2017

  At the Thermal Cameras department I was working with development of our thermal surveillance cameras. My main responibilities was researching image processing algorithms, machine learning and computer vision methods, specialized for thermal images but I was also looking into everything from embedded software to marketing and educational material.

• Software Engineer

  • Nov 2013 - Apr 2015



MetService

• New Zealand
• Information Services
• 100 - 200 Employee

• Research Scientist

  • Oct 2012 - Aug 2013

  As a Research Scientist in the Forecast Research group I was working developing and improving machine learning algorithms and numerical models used for automatic weather forecasting. As a Research Scientist in the Forecast Research group I was working developing and improving machine learning algorithms and numerical models used for automatic weather forecasting.



FLIR Systems

• United States
• Appliances, Electrical, and Electronics Manufacturing
• 700 & Above Employee

• Software engineer

  • Nov 2007 - Aug 2012

  Development of IR cameras. From research of new image processing algorithms to developing embedded software and finding new solutions to optimize image quality. Development of IR cameras. From research of new image processing algorithms to developing embedded software and finding new solutions to optimize image quality.



Hotswap Stockholm AB

• Software engineer

  • May 2006 - Nov 2007

  Software development mainly in the field of medical technology. Software development mainly in the field of medical technology.


Centre for Autonomous System, KTH
• Software developer

  • May 2002 - Jun 2002


Swedish armed forces, UndSäkC

• Software developer (part of military service)

  • Jul 2000 - Jun 2001

  Developed security applications and worked with code analysis of some known trojans. Developed security applications and worked with code analysis of some known trojans.