I am currently working on an industrial PhD, which has given me the opportunity to combine my background in mathematics, my experience in the wind industry, and my interest in deep learning. I am researching in the field of Operations Research which requires not just that I create the actual deep learning models, but also analyse how to use these effectively. With 7 years of experience with data science in Siemens Gamesa, I have several times supported projects related to the icing topic, which have created a curiosity of the cold climate issues for me. Because of this, icing events have often become the target of some of my prototyping of models and I look forward to attending this conference and learn more on the topic from the real experts.