AI-assisted Newsletter Dashboard
Developer Advocate, onetask.ai
Moritz is a Data Engineering Master's student who combines his passion for AI and communities as a developer relations advocate at onetask.ai, a startup that provides companies and interested individuals with a solution for all their NLP labeling needs. Having worked as a crowd labeler in highschool, he understands that high quality labels are a necessity for well performing machine learning solutions. During his studies he worked as a teaching assistant at the University of Potsdam and in the data management departement of the Berliner Volksbank, one of the largest cooperative banks in Germany. He loves engaging with a community that is sharing knowledge and experience, especially within the fast moving domain of Artificial Intelligence where the next state-of-the-art is just one conference paper away.
This workshop will take you through an application of NLP in the real world. We will build a personalized and extendable newsletter dashboard from a given E-Mail-Collection. Within 3 hours we will scrape a prepared inbox (you can also apply the techniques to your own one), clean the texts, convert them into embedding vectors and craft a feature matrix that will be used for content-based recommendations. All of this will then come together in a comprehensive Streamlit application. The workshop is also accompanied by theoretical concepts to help you better understand the contents and applications of common NLP techniques.