Data Science & ML
From exploration to applied models
- Python
- Pandas
- NumPy
- scikit-learn
- TensorFlow
- Feature Eng.
- Evaluation
- Plotly
- R
- KNIME
- Agentic AI
Work Experience
Dual Student Data Science & AI – Airbus Operations GmbH
Hamburg | 09/23 – Present
- Enhanced GenAI Requirements Copilot; improved F1 score by 15% through dual retrieval (knowledge graphs & semantic similarity) → more requirement conflicts detected, higher safety and cost savings.
- Extended LSTM time-series models: automated data preprocessing and built interactive dashboards (Plotly).
- International assignment in Lisbon (2 months): created Skywise dashboards and implemented intranet web analytics.
Dual Student Business Informatics – Deutsche Telekom AG
Bonn | 10/20 – 08/23
- Automated SLA reporting delivering ~0.2 FTE savings; supported Customer Engineering in the B2B segment.
- Enhanced financial dashboards in MicroStrategy; introduced accessible (color-blind-friendly) and standardized presentation guidelines.
- Strengthened internal communication via welcome calls, workshops and sports sessions for thousands of participants.
- Formalized customer service processes (BPMN) and prepared them for implementation (Camunda & Postman).
- Introduced OKR management in Jira and supported change management.
.NET & Web Developer (Part-time) – best 4 bps GmbH & Co. KG
Erkrath | 11/22 – 08/23
- Frontend & backend development focused on performance improvements.
- Administered databases (MySQL, Windows Server).
Education
M.Sc. Artificial Intelligence & Data Science – FH Wedel
10/23 – 09/25 (expected)
- Focus on theoretical computer science.
- Data Science project in healthcare: coordinated working group & stakeholder management.
B.Sc. Business Informatics – FHDW Bielefeld
10/20 – 09/23
- Focus on software engineering.
- Project management & architecture design of an extended to‑do application.
Skillset
A concise map of my core competencies across data, software and delivery. Each group highlights practical tools & methods I use most.
Software Development
Robust, maintainable systems
- .NET / C#
- REST APIs
- Git
- SQL
- Docker
- Shell
- Automation
- Data Pipelines
- Testing
- CI/CD
- Postman
Agile & Collaboration
Iterative delivery & alignment
- OKRs
- Jira
- Scrum / Kanban
- Stakeholder Mgmt.
- BPMN (Camunda)
- Process Mapping
- Change Management
App & Web
Rapid prototyping & UI foundations
- Flutter/Dart
- NextJS
- Swift (basics)
- HTML
- CSS
- Responsive Design
- WordPress
- Figma
- UX Fundamentals
- Google Analytics 4
Cloud & Platforms
Deploy, monitor & scale solutions
- GCP / Vertex AI
- AWS (essentials)
- Firebase/Supabase
- Docker
- Looker
- Analytics (GA4)
- Skywise.
- Dashboards
- SAP S/4HANA
Entrepreneurship
Business acumen & innovation
- Value Proposition Design
- Market Research
- Competitive Analysis
- Lean Startup
- Pitching
- Financial Modeling
- Customer Engineering
