Freelancer profile translated to English.
Back to original languageAbout Thilo
As a Data Generalist, I see my strength in the holistic view of my clients' data lifecycle. My clients' wishes and requirements are at the center of my work. The basis for this is that I develop a fundamental understanding of the content and processes in the client's field of activity and work on the project in open communication and agilely with the client. In the projects I have supported, I was able to contribute my knowledge in the following areas:
Data Analysis (Power BI, Python)
Data Science (incl. Python, MLFlow)
Data Engineering (incl. Azure Data Factory, MS Fabric)
German
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- AnonymEnergy Management ReportingCIVIL ENGINEERINGFebruary 2024 - Today (2 years and 4 months)Data Scientist
- Automated data retrieval via SOAP API using Python
- Setup & data storage in MySQL database
- Data preprocessing and calculation of KPIs in the Power BI dataset (M-Code & DAX)
- Data visualization using Power BI
- Consulting on implementation and KPI determination
- MS Power BI employee training
- Telekom T-SystemsSenior Data ConsultantDIGITAL AND ITJune 2023 - Today (3 years)Leinfelden-Echterdingen, Germany
- AnonymSales Forecast using Machine LearningTELECOMMUNICATIONSJune 2023 - Today (3 years)
- Identification of influencing factors on product sales
- Time series analysis for trend, seasonality, level shifts, etc.
- Training and modeling of various forecasting methods (ARIMA, SARIMA, XGBoost)
- Visualizations for comparing (intermediate) results
- MLOps using MLFlow based on Jupyter Notebooks
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Education
- Diploma in Sports ScienceJohannes Gutenberg University Mainz2014Diploma thesis: Identification of individual movement patterns in biathlon shooting by means of linear and non-linear pattern recognition
- M.Sc. Human Factors EngineeringTechnical University of Munich2019• Versuchsplanung & Statistik • Motivational User Interface & UX • Human Factors of Automated & Cooperative Driving • Digitale Menschmodellierung • Messtechnik & medizinische Assistenzsysteme
Certifications
- Microsoft Power BI Data AnalystMicrosoft2021
- Machine Learning DevOps EngineerUdacity2024