RIM2D is an existing, highly efficient 2D hydraulic simulation model for fluvial, pluvial, and urban flooding. As part of a strategic partnership, we supported the extension of the research code with a web application and a cloud-based GPU simulation environment, enabling its transition into a market-ready product.
We developed an Open-Source S3-based data lake solution for the centralized ingestion, categorization, and searchability of data. The goal was to automate and improve manual data management through an integrated architecture with workflow orchestration, data cataloging, and access control.
We developed computer vision and AI components for a wound detection system. The result was a service that segments wound areas in patient images and calculates their size based on reference markers.
We migrated and extended the open-source Data Organizer, a frontend for managing S3-compatible storage solutions. As part of this work, we moved the application from Nuxt 2 to Nuxt 3, introduced a secure STS credentials flow, and modernized the testing and CI/CD processes.
We developed a web-based PWA for the visual inspection of cocoa beans. The solution combines image classification, object detection, and semantic segmentation with a practical infrastructure for data pipelines, experiment tracking, and edge devices.
Continued development of the open-source EMA framework for energy measurement on HPC systems – including a plugin architecture, CLI utilities, and Docker-based development infrastructure.
We supported the RIFS research group in analyzing and resolving intermittent errors after migrating complex atmospheric chemistry models to a new high-performance computing cluster. In doing so, we bridged the gap between scientific application logic and low-level system debugging.
We supported the quality assurance of the Federal Portal, the central access point for digital administrative services provided by the federal government, states, and municipalities for citizens and businesses. In doing so, we improved test coverage, established test automation, and integrated testing activities into the existing development and operations environment.
Development of a modular software architecture for controlling a 7-axis robotic arm – with 3D object recognition, gesture recognition, and voice control for a collaborative research robot.
Further development and stabilisation of the open-source tool MeshIt for computing three-dimensional volumetric meshes – commissioned by the Technical University of Munich.
Agile feature development for a licence advisory service for scientific software within the Helmholtz Association – including new features, OAuth integration, and an automation API.
Translation of a complex physiological performance model into a high-performance software simulation – with optimisation algorithms, parallelisation, and interactive results visualisation.
Development of an offline-capable Progressive Web App for secure management of training and health data – with GDPR-compliant data storage, background synchronisation, and Dropbox integration.
Development of an automated race number recognition system for motorcycle racing – end-to-end inference pipeline with YOLO-based detection, OCR fine-tuning, and .NET integration.
Redesign and automation of an automotive developer's internal knowledge management system on SharePoint and Nintex – including a drag-and-drop editor and REST/SOAP integration.