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Philipp Schmalen

Machine Learning, Data Science & Empirics

Thanks for dropping by. This is my journey in brief:

My Journey

If you like to get in touch, I would love to hear from you and am excited to read your message . Just say hi or give feedback of any kind.

Here is a selection of previously completed projects:

  1. Sustainable finance topics radar on towardssustainablefinance.com . Stay ahead of the quickly evolving field of sustainable finance. The topics radar shows keywords from Google trends with the search volume as their relative size.

  2. Sustainable finance: Predicting firms’ ESG scores with Google trends ( Github )

  3. Built a job recommender systems for the Danish workforce (1.8 million) based on alternating least squares, KNN and a hybrid recommender combining KNN and demographic information in R

  4. Network analysis of congress members’ Twitter followers using the ProPublica API ( Github )

  5. Applied random forest to identify determinants of unemployment duration

Icons made by Eucalyp , Freepik , ultimatearm , Flat Icons from flaticon.com .