Sarem is a Machine Learning Engineer and Data Scientist with 3+ years of experience. He has strong expertise in time series analysis and working with financial data.
Otto- Friedrich University Bamberg 2017 - 2019
MSc Survey Statistics
Result: 1.10 (top 5%) - Classical, Bayesian and Mathematical Statistics - Machine Learning and AI - Thesis: \"Modern Bayesian Methods for non-linear and chaotic time series analysis\"
Friedrich-Alexander -University Erlangen-Nürnberg 2012 - 2016
Result: 1.48 (top 5%) - Focus on quantitative methods, finance and audit - Thesis: "Machine Learning and the derivation of a Super-Learner“
University of Bamberg 2019 - Present
- Research focus on Reinforcement Learning and methods to improve its real-world applications. - Mainly Deep Reinforcement Learning techniques and Differentiable Programming in general.
Independent Freelancer 2016 - Present
Freelancing Statistics/Data Science
- Development of various Machine-Learning algorithms for price prediction in the stock market; implementation via an API hosted on AWS EC2 that allows for queries from a Google Colab Notebook (Python, Torch, Flask). - Development of portfolio optimization software and research for proprietary algorithms for a Fintech startup (Python, R). Also general consulting for use-cases of Machine Learning. - Development and implementation of predictive algorithms for a mid-sized (7 Bn. USD investment capital) hedge fund (Python, Spark). - Development of a Machine-Learning (GUI-)Tool for pricing of illiquid products for a boutique investment bank (Python, Tkinter).
McKinsey & Co. 2019 - 2019
Data Science Advanced Analytics (Intern)
Pricing analysis and optimization for a client in the food sector; development of dashboards; data engineering and analysis; development of data-driven solutions together with the strategy consultants (R, Tableau). - Processing and analysis of cost-relevant data for a client in the healthcare sector (Alteryx).
EY 2016 - 2016
Data Science Financial Accounting Advisory Services (Intern)
PwC 2015 - 2016
Sarem S. is now available for hire