I design, architect and prototype machine learning systems at scale with focus on time series data. I have previously worked as data scientist at Siemens AG, lead data scientist at Siemens Energy AG and now I work as a Lead AI Engineer at B2Holding ASA. Despite working as a data scientist with strong MLOps mindset, I wear the hat of a solutions architect time to time. However my heart is still in pure hardcore data science, and when time allows, I try to contribute to the scientific community in formal ways. Outside of work I also:
- Write & speak about scaling data science and machine learning in the cloud.
- Write about the importance of seeing data science and machine learning engineering as a team sport.
- Compile and curate and awesome list of papers implementing SOTA techniques for time series forecasting. PRs are welcome!
- Train powerlifting in an amazing Swedish NPO gym chain.
- Learn about NLP and Multi-Task classification.
- Enjoy the coolest city in Sweden (trust me, is better than the capital).
- Live with my girlfriend and 2 guinea pigs which make our life a bit fun.
- Bake awesome bread.
Latest
- Building a poor man’s data lake: Exploring the power of Polars and Delta Lake
- From MSc thesis to Lead Data Scientist
Quotes
A small selection of quotes that have changed the way about how I see the world and have shaped me during my professional life.
“Follow the path of the unsafe, independent thinker. Expose your ideas to the dangers of controversy. Speak your mind and fear less the label of ‘crackpot’ than the stigma of conformity. And on issues that seem important to you, stand up and be counted at any cost.”
Thomas J. Watson, Former CEO at IBM
“Somewhere, something incredible is waiting to be known.”
Carl Edward Sagan
“When asked, people who have done the hard labor of building better organizations with healthy communication flows, less inefficiency, and alignment around a single mission — people who have gotten all the people rowing in the same direction — tend to talk about the work.
People who haven’t, say they were “breaking down silos.”
Charity Majors, CTO at Honeycomb
“Failure is a great opportunity to start over with more intelligence”
Henry Ford, Founder and former CEO at Ford Motor Company
“Luck plays an outsized role in every endeavour, and I can assure you that we have had a bountiful supply”
Jeff Bezos, Founder and former CEO at Amazon