Gyre, an early-stage startup building a platform for streamers’ collaboration, needed a team of developers experienced in data processing, building web crawlers with Python and Spark, and working with social networks’ APIs. Our team helped Gyre build a team of senior developers and architects to design and launch their MVP. We designed and implemented a Youtube streaming crawler from end to end and developed storage and incremental data processing pipeline.