Tobias Lewen-Data Engineer
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Experience
Data Engineer
unitb consulting GmbH
Tasks: Design and operation of end-to-end cloud data platforms for enterprise clients in publishing and finance, including infrastructure automation, pipeline development, monitoring, and data quality.
Activities:
- Built multi-layer data architectures on Databricks (Apache Spark, Delta Lake), BigQuery, and GCP
- Fully automated cloud infrastructure with Terraform across 3 environments (DEV/STG/PRD)
- Developed automated data pipelines with Python, dbt, and GCP services for different data sources
- Built monitoring and alerting systems for real-time platform monitoring
- Implemented data versioning and quality checks at every layer
- Designed automated test and deployment pipelines in GitLab and Bitbucket
Achievements:
- 2× production data processing capacity, reduced spike response time from minutes to ≤15 s, server errors ≈ 0
- Replaced 3,000 lines of manual configuration with a reusable automation module for 7 customer domains, configuration errors to 0
- Delivered a complete end-to-end data platform at ~€10/month infrastructure cost
- Migrated 7 database tables with 0 downstream issues
- Removed 100% exposed credentials, eliminated external vendor dependency
- Delivered integration of 3 teams in 1 sprint
Analytics Engineer
mylantech GmbH
Tasks: Design and delivery of scalable Azure data platforms for enterprise clients, including pipeline automation, reporting, and strategic consulting between IT and management.
Activities:
- Designed and deployed Azure data architectures with Azure Data Factory, Azure Synapse Analytics, ADLS Gen2, Azure SQL, and Microsoft Fabric
- Built automated data pipelines for end-to-end data integration and transformation
- Developed interactive Power BI dashboards with advanced DAX for multiple departments
- Independently developed cloud-based data solutions from concept to production
- Translated technical requirements into data strategies for C-level stakeholders
Achievements:
- Reduced data integration processing time by 50% through pipeline automation with Azure Synapse and ADLS Gen2
- Reduced data warehouse load time by 25% for enterprise clients
- Increased customer acquisition by 13% through improved product traceability
- Implemented Europe-wide pharma product tracking, reduced delivery time by 20%
Trainee Business Analytics
DKB AG
Tasks: Support of data-driven analysis processes in a banking environment with a focus on fraud detection, data quality, and stakeholder reporting.
Activities:
- Analyzed transaction patterns to identify anomalies and risk factors using Oracle SQL and Python
- Developed automated test scripts in Python to validate data pipelines
- Created complex ad-hoc SQL queries for structured stakeholder reporting
- Documented technical data workflows in Confluence
- Integrated workflows in Git and GitLab, including CI/CD pipeline debugging
Achievements:
- Direct contribution to fraud detection by identifying anomalies in 2 cases worth €250,000
- Reduced manual processing time in analytical workflows by 1 hour/day through automated test scripts
- Technical documentation enabled knowledge transfer across cross-functional teams
Industry Experience
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Experienced in Banking and Finance, Media and Entertainment, Information Technology, and Pharmaceutical.
Business Area Experience
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Experienced in Information Technology, Business Intelligence, and Strategy.
Summary
Data Engineer, 3+ years, building cloud-native data platforms on GCP and Azure for enterprise clients in publishing and finance. Stack: Python, SQL, dbt, Terraform, Kubernetes. Results: 2× ingest capacity, 50% shorter integration times, 13% profit increase through data traceability.
Skills
- Python
- Sql
- Dbt
- Terraform
- Azure
- Gcp
- Databricks
- Airflow
- Bigquery
- Fabric
- Power Bi
- Dax
- Gitlab Ci/Cd
Languages
Education
Freie Universität Berlin
M.Sc. · Economics · Berlin, Germany
Certifications & licenses
Microsoft Certified: Azure Data Engineer Associate
Microsoft Certified: Azure Fundamentals
Microsoft Certified: Fabric Data Engineer Associate
Microsoft Certified: Power BI Data Analyst Associate
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Experience
Global Experience
Expertise
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