Sarem S.

Data Scientist
  • Member Since, Dec 08, 2019
Hire Sarem S.
  • Industry Financial ServicesTech
  • Frameworks/Libraries NumPyTensorFlow PyTorchKeras
  • Languages PythonRC++Julia SQLProlog
  • Big Data Tools Apache Spark
  • Specialties Deep LearningTime SeriesTime Series
  • Data Analytics and Visualization Tools Pandas

Candidte Description

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.

Education

  • 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

    BSc Economics

    Result: 1.48 (top 5%) - Focus on quantitative methods, finance and audit - Thesis: "Machine Learning and the derivation of a Super-Learner“

Experience

  • University of Bamberg 2019 - Present

    Doctoral Candidate

    - 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

    Audit Intern

Sarem S. is now available for hire