Work

Building AI agents that automate German public procurement: finding relevant tenders on EU portals, drafting bids, and checking compliance. It takes over roughly 80% of the manual work that bidding usually involves.

Built an EMR cluster core capacity prediction system for the S3 Express One Zone metering service, deployed to production regions and cut metering costs by ~65% while keeping cluster runtimes predictable.

At Cresta, I supported the development of data integrations and pipelines, across the frontend (React) and backend (Go). I gained a solid understanding of cloud technologies, particularly AWS, and Infrastructure as Code using Terraform. I also developed CI/CD pipelines using GitHub Actions and a custom E2E testing framework using Playwright.

At PTX, I worked on a real-time 3D detection system. I designed a multi-threaded C++ (Qt5) pipeline to process 3D point clouds, and integrated a GPU-accelerated SLAM (Simultaneous Localization and Mapping) algorithm, which sped up processing by roughly 10x.