Skills
Bridging Software Engineering and AI excellence.
Core Competencies (Communication, Teamwork, Analytical & Solution-Oriented Thinking, Leadership & Ownership)100%
General (Domain-driven Design (DDD), Scrum, Linux, Windows, Python, Java, C/C++, SQL, Git, VSCode)80%
Computer Vision (CV) with Python (CRISP-DM, Data Management, Convolutional Neural Networks (CNN), PyTorch, Ultralytics (YOLO), Roboflow, CVAT) 80%
Natural Language Processing (NLP) with Python (LLM, SLM, On-prem, Chatbot, Retrieval-Augmented Generation (RAG), Multi-Agentic AI Systems (MAAS)) 80%
Backend (RESTful-APIs, FastAPI, Spring Framework, Spring Boot/Cloud, Microservices)80%
Frontend (HTML, CSS, JavaScript (JS), Gradio)50%
Infrastructure (MySQL, PostgreSQL, MariaDB, Qdrant (Vector DB), Docker, VMware, VirtualBox)50%
Other (SecDevOps, IoT, Robotics, (Distributed) Mobile/Embedded Systems, Requirements/Systems Engineering, Automation)50%
Professional Experience
AI/ML Engineer & Consultant
Mar 2024 - Present
SpiraTec AG, Dortmund, Germany
- Agile Development (Scrum) and project management
- Consulting on AI/ML strategies and implementations
- Development of CV & NLP solutions
Research/Student Assistant & IT Support
Apr. 2022 - Feb. 2024
Education
Dortmund University of Applied Sciences and Arts
M.Sc. Computer Science
Sep. 2024 - Present (Expected Aug. 2026)
- Specialization: Computer Engineering
Dortmund University of Applied Sciences and Arts
B.Sc. Computer Science
Sep 2020 - Sep 2024
- Grade: 1.6 equiv. GPA: 85.0/100
- Specialization: Computer Engineering
- Thesis: Convolutional Neural Network for Anomaly Detection in Thermograms of open Switch Cabinets for Autonomous Robot-Assisted Inspection
Leopold-Hoesch-Berufskolleg Dortmund
Zweijährige Höhere Berufsfachschule Metalltechnik
Aug. 2018 - Sep. 2020
- Grade: 1.5 equiv. GPA: 87.5/100
- Focus: Mechanical Engineering | Metal Technology
Volunteering
Dortmund University of Applied Sciences and Arts
Student Assistant
Advanced Business Administration by Prof. Dr. Dino Schönberg
Summer Semester 2025
- Module Administration: Managed the course content on ILIAS, including the organization of updates, collaborative planning (Etherpads), presentations, and assignments.
- Organizational Support: Coordinated schedules and administrative workflows to ensure the smooth execution of the module.
- Communication: Supported the professor by acting as an available point of contact for student inquiries and course-related matters.
Dortmund University of Applied Sciences and Arts
Project Manager & Lead Engineer of FHydrate (Student Project)
Project Management by Prof. Dr. Dino Schönberg
Winter Semester 2024/25
- Sustainable Mission: Developed a smart IoT solution for resource-efficient tree irrigation (“Water only when urgent”) to optimize urban water usage.
- Agile Leadership: Led 5 cross-functional teams and introduced Weekly Scrums for team leads to optimize communication and track milestones.
- Architecture Redesign: Initiated and led the complete re-architecture of a non-scalable legacy system ("Big Ball of Mud") into a maintainable, modern backend solution.
- Production Success: Managed infrastructure and QA to steer the FHydrate app (demo) to its first successful production deployment.
Leopold-Hoesch-Berufskolleg Dortmund
Mathematics Tutor
Feb. 2020 - June 2020
Schüler helfen Schülern (Students helping Students)
- Part of the “LHB Tutorenteam”, a registered JUNIOR student company.
- Funded by the Federal Ministry for Economic Affairs and Energy (BMWK).
- Supported by the German Economic Institute (IW) and partners at that time (2020): Citi Foundation, AT&T, Gesamtmetall, Deloitte-Stiftung, and AXA.