Projects
A selection of projects that reflect the breadth of my work.
All descriptions are anonymised and focus on methods, approaches and results.
Analytical Quality Assurance
- Context: Multi-project environment with heterogeneous data sources.
- Approach: ETL pipelines, large-scale data analysis, graph visualisation (Neo4j).
- Result: Transparent data quality and reproducible analytical processes.
Financial Analysis & ML Framework
- Context: Time-series analysis for investment decision support.
- Approach: Feature engineering, model comparison, dashboard development.
- Result: Scalable pipeline for data-driven decision support.
Compliance Documentation Framework
- Context: Need for automated and traceable procedural documentation.
- Approach: Model-based generator using BPMN templates.
- Result: Standardised, reusable documentation components.
If you are planning a project in analytics, machine learning or IT architecture,
or would like a second professional opinion, I would be happy to discuss your requirements.