Freelancer profile translated to English.
Back to original languageAbout Sarem
Doctoral student in AI/Machine Learning and freelance Data Scientist.
Focus areas: Bayesian Machine Learning/Deep Learning, Time Series Analysis, Data Analysis, classical Statistics.
Fundamentally flexible regarding project location and duration, but ideally with a high remote share and part-time.
German
Native or bilingual
English
Fluent
Can work on-site
Coburg (up to 50km), Coburg (up to 100km), München (up to 100km), Frankfurt am Main (up to 100km), Berlin (up to 100km), Stuttgart (up to 100km)
Experience
- SelbstständigFreelance Data ScientistBANKING AND INSURANCEDecember 2016 - Today (9 years and 6 months)Coburg, GermanyProjects include:- Visualization of geographical IoT data using a web application for a local network provider.- Backend and Data Science development for a consulting company- Quantitative consulting (Finance/Machine Learning) for a Fintech startup- Predictive modeling for a hedge fund- Predictive modeling for the box office revenue of movies (Python)- Programming a machine learning model for price estimation of illiquid structured notes (R, Python)- Developing a (GUI) tool for performance simulation of structured notes portfolios (Python, Tkinter)
- McKinsey & CompanyIntern Data Scientist Advanced AnalyticsCONSULTING AND AUDITSFebruary 2019 - April 2019 (3 months)Düsseldorf, Germany
- EYIntern Data Scientist Financial Accounting Advisory ServicesCONSULTING AND AUDITSOctober 2016 - November 2016 (2 months)Frankfurt am Main, Germany
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Education
- DoctorateOtto Friedrich University BambergPromotion im Bereich KI und Machine Learning Schwerpunkte: - Bayesianisches Machine Learning - Reinforcement Learning - Explainable AI - Neuro-Symbolic Integration
- M.Sc Survey StatisticsOtto Friedrich University Bamberg2019Abschlussnote: 1,1 Schwerpunkte: - Bayesianische Statistik - Zeitreihenanalyse - Machine Learning und KI
Certifications
- Quantum Machine LearningUniversity_of_TorontoX, an online learning initiative of University of Toronto2019