Darya Petrashka

Developers don’t need to become business analysts, but they do need business skills. This talk shows how learning to communicate with stakeholders, uncover real business needs, and bridge gaps between tech and business can dramatically increase your impact.

Retrieval Augmented Generation (RAG) is a powerful technique for searching across unstructured documents, but it often falls short when the task demands an understanding of intricate relationships between entities.

Building Streamlit apps is easy for Data Scientists - but when it’s time to deploy them to the cloud, challenges like slow model loading, scalability, and security can become major hurdles.