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CEO @Ento | Energy optimization at scale with AI | Building data-driven products to solve to big problems for 10+ years
At Ento, we're helping energy managers optimise energy consumption at scale using their existing data and AI. Previously, I co-founded Wise.io with an amazing group of fellow physicists, computer scientists and statisticians from UC Berkeley. We were acquired by General Electric in 2016 to make it easier to use ML for high-value problems in predictive maintenance and asset optimization. Climate change is obviously a high-value problem, and my focus is now on bringing my learnings from designing scalable systems, connecting state-of-the-art data science to real-world problems and building teams to the sustainable energy transition. I have co-authored the Real-World Machine Learning book and spoken on methods and challenges of deploying and maintaining production machine learning and AI systems. I am organizing communities and events through DataCPH, Nordic.AI and most recently Aarhus AI.
University of California, Berkeley
Visiting Student, Astronomy
January 1, 2011 – January 1, 2011
Københavns Universitet - University of Copenhagen
MSc, Physics
January 1, 2009 – January 1, 2011
Universidade de Coimbra
Erasmus Student, Physics
January 1, 2007 – January 1, 2008
DTU - Technical University of Denmark
Guest Student, Computer Science
January 1, 2006 – January 1, 2006
Københavns Universitet - University of Copenhagen
BSc, Astronomy
January 1, 2004 – January 1, 2007
Ento
Founder / CEO
January 1, 2019 – Present
Denmark
GE
Lead Machine Learning Engineer
November 1, 2016 – October 1, 2018
Wise.io, from GE Digital
Co-founder, Director of Engineering
August 1, 2012 – November 1, 2016
Berkeley, CA
UC Berkeley
Machine Learning Specialist
September 1, 2011 – August 1, 2012
Brinkar
Machine Learning Specialist
January 1, 2010 – December 1, 2018
IPvision
Software Developer
February 1, 2008 – September 1, 2011
University of Copenhagen
System Administrator Assistant
February 1, 2007 – July 1, 2007
Callas
Software Developer, System Administrator
January 1, 2004 – January 1, 2010
Pro-IT
Web Developer
January 1, 2002 – January 1, 2004
Cultural Fit Analysis
The candidate has a diverse background spanning academia, startups (co-founder), and large corporations (GE), indicating adaptability. Their current role as Founder/CEO of Ento, focused on sustainable energy, suggests an alignment with purpose-driven work. However, the target role of 'Data Analyst' might be a step down from their extensive leadership and ML engineering experience, potentially leading to a mismatch in expectations or growth opportunities. The breadth of skills is strong, but the direct alignment with a pure Data Analyst role, given their senior ML/AI background, needs further exploration.
Soft Skills & Operational Fit
The candidate's experience as a Founder/CEO and Director of Engineering suggests strong leadership, problem-solving, and strategic thinking abilities. Their work in high-value, high-risk environments indicates resilience and operational awareness. However, specific soft skill assessments are not available.