Julia Sagert-Data Scientist
Check rate
Experience
Senior Data Scientist / Consultant
Cloud Nation GmbH
Python, SQL, PySpark, Databricks, Databricks SQL, Delta Lake, dbt, Azure Data Lake Storage, Azure Machine Learning, Azure DevOps, Power BI, Git, MLflow
- Developed, validated, and optimized predictive analytics and classification models using Python (pandas), SQL, and modern ML frameworks.
- Performed data analysis, feature engineering, model validation, cross-validation, and stability analysis to ensure robust model quality and performance.
- Communicated model assumptions, results, uncertainties, and limitations to business units, management, and technical stakeholders.
- Built scalable data and machine learning workflows in cloud-based analytics environments using Databricks and Microsoft Azure.
Data Scientist
Telefónica Germany
SQL, Python, Tableau, PowerBI, XGBoost, LightGBM
- Designed, developed, retrained, deployed, and tested machine learning models for predictive analytics use cases.
- Performed data-driven analysis using SQL and Python to extract insights from large datasets.
- Created data visualizations and analytical dashboards using Tableau, Power BI, and Python.
- Developed an XGBoost-based probabilistic churn prediction model for prepaid customers to estimate churn likelihood within customer-specific timeframes and support targeted outbound call campaigns.
- Analytical Lead for a project focused on uncovering AI-driven cross-selling and upselling opportunities.
- Internal Consultant providing specialized Analytics and AI expertise to the B2C Customer Marketing division.
- Engineered A/B testing frameworks to quantitatively evaluate and optimize the performance of marketing initiatives.
Working Student Geo Data Science
Riscognition
Svelte, Mapbox, Leaflet, Python, JavaScript, R
- Developed deep learning models for automated burned-area detection from geospatial data.
- Built interactive web mapping applications using Svelte, Mapbox, and Leaflet.
- Implemented data processing and analysis workflows in Python, JavaScript, and R.
Industry Experience
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Experienced in Telecommunication and Information Technology.
Business Area Experience
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Experienced in Information Technology, Business Intelligence, Marketing, Product Development, and Research and Development.
Languages
Education
University of Applied Sciences
Master Eng · Geomatics · Bad Honnef, Germany
Ludwig-Maximilians-University
Bachelor Sc. · Geography · Munich, Germany
Certifications & licenses
Agile Project Management
GCP – Advanced Generative AI
Microsoft Fabric Data Engineer Associate
Microsoft
StackFuel Certificate - Data Scientist – Focus Python
StackFuel
Stakeholder Management
Statistics
Experience
Expertise
Qualifications
Profile
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