Dominik Jany
Dominik is a Data Scientist at the Global Legal Entity Identifier Foundation (GLEIF). His professional focus is on achieving the highest possible data quality in the Global LEI System. In this context, he contributes to establishing best practices based on the most recent developments in the world of data standardization and analytics. Before joining GLEIF, Dominik gained experience in business development and forensic technology solutions and graduated from the Johannes Gutenberg University of Mainz with a master’s degree in Computational Sciences.
Sessions
Most organisations habe implemented some kind of dashboard to monitor their data, processes, or business. However, many dashboard solutions come with a caveat – either the licensing costs, lack of transparency in the workflows, limited creativity, or they cannot be connected to existing infrastructure.
This talk is aimed at Data Scientists, Data Engineers, Data Practitioners and Managers struggling with choosing between a myriad of commercial dashboard solutions and DIY. We present how to create your own dashboard using open-source Python technologies like FastAPI, SQLAlchemy, and Celery and the challenges involved. We look back at the pitfalls and solutions we have worked on over the past 3 years. The goal is not to present our unique solution, but to show how we can combine different Python libraries to implement custom solutions to solve different use cases. Attendees should be familiar with the basic concepts of web infrastructure. Previous knowledge of any libraries is not required. We hope to provide a starting point to build your custom dashboard solution using open-source tooling.