Work
Selected work, from platforms to applied AI.
A compact archive of the systems, research, and products I have built.- 01
Building support into the product experience
End-to-end feature ownership for a large-scale, microservice-based support platform.
The focus is durable platform work: improving reliability and maintainability while making new capabilities easier to evolve.
- 02
Sharper satellite imagery for better solar mapping
A modular research pipeline evaluating whether generative super-resolution can improve photovoltaic-panel segmentation.
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.
- 03
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.
- 04
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.
- 05
GenAI for crop breeding
Refactored a data-driven AI platform and added conversational data exploration, visualization, and pipeline construction.
- 06
Security compliance assessment
A visualization and evaluation tool that made security-compliance artifacts easier for developers and reviewers to assess.
- 07
Jury
A digital evaluation platform for capstone presentations, built and shipped with Next.js and Supabase.
- 08