Grid-Insight: Heat is a tool for supporting the district heating controllers of municipal energy suppliers. As a support for daily operations, live-data from multiple sources is accumulated and visualized, accompanied by machine-learning driven recommendations for action.
Python FastAPI - VueJS - Azure App Service
Ruby on Rails - Hotwire - MQTT - Azure App Service
In close collaboration with a team of data-scientists, multiple forecasting- and optimization-tools were developed for different customers. As an added value the basic functionality of forecasting or optimization was in each project individually enriched with a domain-specific application (e.g. Order-Forecasting → personnel planning).
Ruby on Rails - Angular
To align orders and inbound goods at a logistics-hub, the reaction times to change have to be brief. Oftentimes the time of delivery is already set, while it's still unclear what the cargo will actually be. Thus, the timeframe manager scans email-attachments and order-management-databases for changes and notifies the dispatcher - this also helps detect under- or overloaded trucks.
Ruby on Rails