Work
A few things I've built.
A closer look at work I have owned, researched, and shipped, and the decisions behind it.
Featured
Two projects in depth.
What I am building at SAP and what I researched for my master's thesis.
01
Enterprise platform / SAP
Building support into the product experience
End-to-end feature ownership for a large-scale, microservice-based support platform.
- Full-stack
- Microservices
- Threat modeling
- Platform engineering
Context
Built-In Support brings help and support closer to where customers work, across a complex enterprise product landscape.
My contribution
I take features from requirements and epic planning through secure-by-design implementation, including threat modeling and cross-team technical decisions.
Outcome
The focus is durable platform work: improving reliability and maintainability while making new capabilities easier to evolve.
02
Applied AI / TUM research
Sharper satellite imagery for better solar mapping
A modular research pipeline evaluating whether generative super-resolution can improve photovoltaic-panel segmentation.
- Generative AI
- Computer vision
- Geospatial data
- Python
Context
Accessible satellite imagery has broad coverage, but its spatial resolution makes small photovoltaic installations difficult to detect reliably.
My contribution
I assembled the workflow from geospatial acquisition through ESRGAN, S2DR3, and Satlas enhancement, image-quality evaluation, and an interactive segmentation interface.
Outcome
The study found that super-resolution improved segmentation, while perceptual image quality did not consistently predict detection performance. It was presented orally at ACDSA 2026 and published by IEEE.
More work
Other projects.
Products and research tools I have built with different teams.
TUM course project2023
DelayBahn
A distributed journey planner that combined European rail routing with Deutsche Bahn delay prediction.
Processed more than 2 million trips through scheduled ingestion pipelines.
- Next.js
- tRPC
- Distributed systems
Quasara / Xpreneurs2023-2024
Plato 2.0
A full-stack platform for semantic search, similarity detection, and clustering across large image collections.
Designed for datasets ranging from 100,000 to more than 1 million images.
NoMaze application project2024
GenAI for crop breeding
Refactored a data-driven AI platform and added conversational data exploration, visualization, and pipeline construction.
- LLMs
- Data products
- System design
Siemens co-op2024
Security compliance assessment
A visualization and evaluation tool that made security-compliance artifacts easier for developers and reviewers to assess.
- Security
- Developer experience
- Product engineering
Al Akhawayn University2023
Jury
A digital evaluation platform for capstone presentations, built and shipped with Next.js and Supabase.
- Next.js
- Supabase
- Product delivery
Bachelor's capstone2022
UCI chess engine
An open-source C++ chess engine using magic bitboards and the UCI protocol.