Building reliable web products, one careful component at a time.

FEV Europe GmbH · 15 Jan 2026 – Present (contract until 14 Jun 2026)

Bachelor Thesis: GenAI Observability & Monitoring

• Research Focus: Investigating practical approaches to track, evaluate, and explain LLM pipeline behavior in production.
• Platform Evaluation: Assessing observability tooling such as Langfuse for tracing, latency, and feedback visibility.
• Implementation: Building a telemetry SDK prototype and integrating it into internal workflows.
• Data Architecture: Designing a unified telemetry model for usage, latency, and feedback signals.

RWTH MMP (Employer of Record) · FEV Europe GmbH (Workplace) · 15 Sep 2025 – 14 Jan 2026

Frontend Developer — Working Student (External at FEV)

• Performance Engineering: Optimized a backend-heavy review pipeline, reducing analysis runtime from ~4.5 min to ~1 min by parallelizing independent AI/API calls.
• Feature Ownership: Integrated chat-based exploration features for AI-generated reports and analysis outputs.
• Cross-Tool Impact: Maintained and refined responsive UI components (complex steppers and proprietary workflows) across 10+ internal tools in total across internship + working-student periods.
• Backend Quality: Refactored Flask components and improved API interaction performance for analysis pipelines.

FEV Europe GmbH · 14 Apr 2025 – 29 Aug 2025

Frontend Developer — Intern

• Full-Stack Development: Built an end-to-end internal finder tool with map visualizations, advanced filtering, and skeleton loaders.
• Latency Optimization: Reduced perceived pagination latency from ~1.5s to nearly 0ms using caching and prefetching strategies.
• Real-Time Systems: Solved timeout issues by moving long-running checks to background Python threads and sending progress updates via WebSocket (Socket.IO).
• Data Pipeline: Implemented dynamic backend querying with chunked/streamed responses for large filtered datasets.
• Architectural Prototyping: Prototyped a React-based pilot to evaluate migration paths from vanilla JavaScript.
• Team Enablement: Supported onboarding of new team members into internal tools and workflows.

FH Aachen · Sep 2020 – Present

B.Sc. Computer Science