Freelancer profile translated to English.
Back to original languageAbout Elias Paul
I am a Data Analytics Consultant with a focus on SQL-based analysis, data quality, and production-related analytics systems.
In my last role in the banking and finance sector, I managed end-to-end data pipelines, performed error analysis in production operations, and automated processes using Python. My focus was on reliable analyses, understandable logic, and close coordination with business departments.
Additionally, I bring a strong academic background in Data Science and Machine Learning. I leverage this expertise specifically where it adds value – for example, in analytical modeling, data evaluation, or the interpretation of ML-based decision logic.
As a freelancer, I support companies with data-driven questions, KPI analyses, and the development of robust analytics solutions. I work in a structured, independent manner with a high standard of quality.
German
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Sparkassen Rating- und Risikosysteme GmbHOfficer in Data AnalyticsBANKING AND INSURANCEJune 2022 - April 2025 (2 years and 10 months)Berlin, Germany
- Planning, implementation, and maintenance of data streams in SQL and LUA
- Handling of error tickets (3rd Level Customer Support)
- Automation of work steps using Python scripts
- Monitoring and quality assurance of analytical decision logic as well as validation of data pipelines in production operation
- Responsibility and expert role for technical module (Conception and implementation, training new employees, development of test concept, contact person for various stakeholders)
- Universität RegensburgResearch Assistant as StudentJune 2020 - March 2021 (9 months)Regensburg, Germany• Research on research funding and potential partner companies for cooperation• Summarizing scientific papers, especially on tracking in the IoT sector• Programming a web crawler using JavaScript to capture trackers used on websites and evaluating the resulting data
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Education
- M.Sc. Information SystemsUniversity of Regensburg2021Masterarbeit "Erfassung der Aspektkategorien bei Restaurantrezensionen mittels Neuronaler Netze" zu NLP, ebenso Seminararbeiten zu NLP und NLU. Neben Vorlesungen zu Machine Learning besuchte ich auch einige zur IT-Security. Ich beendete das Studium erfolgreich mit einer Abschlussnote von 1,82.
- B.Sc. Computational ScienceUniversity of Regensburg2019Als Schwerpunkte wählte ich Mathematik und Bioinformatik. Im Laufe des Studiums lernte ich das faszinierende Feld des Machine Learnings kennen und schrieb in Folge dessen meine Masterarbeit über "Machine Learning Techniques for Periocular Recognition" für die Continental AG. Das Thema wurde dabei auch praktisch von mir umgesetzt. Ich habe den Studiengang erfolgreich mit einer Abschlussnote von 2,0 absolviert.