Experience

xorlab

• Switzerland
• Computer and Network Security
• 1 - 100 Employee

• Machine Learning Engineer

  • Apr 2022 - Present



Combient Mix, a Silo AI Company

• Sweden
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Feb 2020 - Apr 2022

  • Implemented, trained and productionized image segmentation (U-Net) model to detect by-products (slag) in real-time in a large mining furnace.• Co-author of the peer-reviewed conference paper: Detecting Slag Formations with Deep Convolutional Neural Networks (https://arxiv.org/abs/2110.06640)• Hands-on Data Science work in multiple industries: Mining, physical security, IT-Ops, retail, automotives etc.• Mentored >100 customer employees (both technical and managers) in multiple Data Science/Data translator courses.• Lead on multiple DS projects. Show less

• Associate Data Scientist

  • Aug 2019 - Feb 2020



King

• Sweden
• Entertainment Providers
• 700 & Above Employee

• Internship/Master Thesis - AI & Machine Learning

  • Jan 2019 - Jun 2019

  Used deep reinforcement learning to investigate the performance of Proximal Policy Optimization (https://arxiv.org/pdf/1707.06347.pdf) on Candy Crush Friends Saga, an environment with nondeterministic state transitions. Master thesis: http://www.diva-portal.org/smash/get/diva2:1334684/FULLTEXT01.pdf Used deep reinforcement learning to investigate the performance of Proximal Policy Optimization (https://arxiv.org/pdf/1707.06347.pdf) on Candy Crush Friends Saga, an environment with nondeterministic state transitions. Master thesis: http://www.diva-portal.org/smash/get/diva2:1334684/FULLTEXT01.pdf



Result

• Technology, Information and Internet
• 1 - 100 Employee

• Internship

  • Jun 2017 - Aug 2017

  • Led a project to increase the communication around one of their products. • Produced a video series of 3 episodes resulting in their next meetup being fully booked. • Conducted a global competitive analysis. • Set up a digital support system used by all the participants in their innovation and growth labs. • Led a project to increase the communication around one of their products. • Produced a video series of 3 episodes resulting in their next meetup being fully booked. • Conducted a global competitive analysis. • Set up a digital support system used by all the participants in their innovation and growth labs.



FitnessCollection AB

• Stockholm, Sverige

• Internship

  • Jun 2016 - Aug 2016



LinTek

• Sweden
• Education Administration Programs
• 1 - 100 Employee

• Företagsansvarig, Näringsliv

  • Dec 2014 - Apr 2015

• Samarbetes- och sponsoransvarig, Näringsliv

  • Sep 2014 - Dec 2014



Cloudrepublic Falco AB

• Sweden
• Software Development

• Företagsäljare

  • Jun 2013 - Jul 2014



Telenor

• Norway
• Telecommunications
• 700 & Above Employee

• Säljledare

  • Mar 2012 - Dec 2012

• Säljare

  • Jan 2012 - Mar 2012



Dörrförsäljare

• Stockholm, Sverige

• Säljare

  • Mar 2007 - Jul 2011

  Dörrförsäljare 1-2 gånger i veckan parallellt med skolgång. Dörrförsäljare 1-2 gånger i veckan parallellt med skolgång.