I turn complex data into trustworthy analytics, predictive models and AI-powered solutions that support better business decisions.

I combine an engineering background, professional data experience and business understanding to deliver practical, trustworthy and decision-oriented solutions.

My expertise spans the complete data lifecycle:

• translating business needs into analytical requirements;
• preparing, validating and modelling complex datasets;
• developing machine-learning and forecasting solutions;
• designing KPI frameworks and interactive dashboards;
• building data pipelines and Generative AI applications;
• communicating technical findings to business stakeholders.

Alongside my technical work, I serve as a Business Analyst & Team Coordinator at CorrelAid e.V., supporting an international Data4Good initiative for Youth For Understanding Germany. I coordinate stakeholders, structure reporting requirements and help translate organisational objectives into measurable KPIs and data-driven decision processes.

My approach is grounded in three principles:

Technical reliability · Business relevance · Responsible AI

Large Language Models · LangChain · RAG · Embeddings · Indexing Pipelines · Prompt Engineering · AI Agents · AI Chatbots · RAG Evaluation

Python · Pandas · NumPy · Scikit-learn · TensorFlow · Keras · Regression · Classification · Clustering · Feature Engineering · Time-Series Forecasting · Model Evaluation

SQL · Power BI · Tableau · Exploratory Data Analysis · Statistical Analysis · Data Visualisation · Dashboard Development · KPI Reporting

ETL Pipelines · Data Transformation · Apache Parquet · Microsoft Azure · Microsoft Fabric · Databricks · Docker · GitHub Actions · CI/CD · Automated Testing

Requirements Analysis · Stakeholder Management · KPI Framework Design · Business Process Analysis · Project Coordination · Technical Documentation

I bring together perspectives that are often separated:

• Engineering discipline to approach complex problems methodically;
• Data expertise to build evidence-based solutions;
• Business analysis to ensure that technical work answers real needs;
• Stakeholder leadership to align people, priorities and outcomes;
• Responsible AI thinking to create solutions that remain transparent and trustworthy.

LinkedIn · Medium · YouTube · Portfolio · Email

Explore my repositories for the methodologies, technical decisions and results behind my work.