Fredrik Edin

Founder and owner, Previsio AB. Provides consulting in machine learning, data science and data engineering. Tools include Python, R, SQL, Docker, Spark, Cloud (mainly AWS). Machine learning areas include time series analysis, natural language processing, image processing and recommendation engines. Data engineering tasks include setting up scripted AWS data analysis infrastructure (analysis databa

Group leader business controlling Nordics & Baltics (managed 2 persons). Responsibilities: a) Sales reporting, b) Sales forecasting and budgeting, c) Business analytical decision support (market potential analyses etc). Also worked as product manager for Brodalumab in Sweden for a short period of time.

A consulting company specializing in machine learning. After realizing we hade different aims with the company I left it.

CEO for company with focus on wealth management for Chinese individuals (> 1 mRMB). I made the company break even for the first time. 40 employees; average monthly sales and income of 65 mRMB and 1.6 mRMB, respecti¬vely, up from 22 mRMB and 0.45 mRMB during 2011

Responsibilites: a) created the next generation risk engine, unifying the way all risk calculations are handled in S&P, b) produced new investment strategies. Managed 2 persons. Amrego Kapitalförvaltning AB is part of Söderberg & Partners.

Regular appearances in Dagens Nyheter. Main editor of the “S&P Traffic Light Report” in 2010. Supervisor for 4 masters students.

Analysis of structured products, including model development and advisor training.

Postdoctoral research mathematical modeling of working memory. A continuation of the PhD project.

1) Developed and launched Proactive Monitoring, an automatic portfolio monitoring service.
2) Handled the transformation of a fund portfolio service into a fund, S&P Trygghet 80 PM.
3) Started developing a mortgage backed concept for S&P customers. 4) 9 month parental leave. Managed 2 persons.

Doctoral research, mathematical modeling of working memory (Position of Excellence), Royal Institute of Technology (KTH) and KI. Supervisor for 2 master’s theses. The position is awarded to only a few students at KTH each semester and represents personal funding not linked to or provided by the research team leader.