https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145542#M35 <P>Great article!</P> Wed, 28 Jan 2026 14:24:53 GMT Hubert-Dudek 2026-01-28T14:24:53Z https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145446#M34 <P><STRONG>AI-Assisted GenAI Development on Databricks: Building an End-to-End Sentiment Classifier</STRONG></P><P>I just published a new blog as part of my ongoing series on AI-assisted GenAI development using the Databricks Free Edition.</P><P>In this post, I walk through an end-to-end sentiment classifier built with DSPy, logged and registered as a pyfunc model, and deployed behind a Databricks Model Serving endpoint. The real goal, however, is not sentiment analysis. It is to show how to use AI as a development partner while still learning how real systems are designed, built, and deployed on a modern data and AI platform.</P><P>This series is primarily aimed at beginners, students, and early-career professionals who want hands-on experience with Databricks and GenAI using the Free Edition. That said, I absolutely welcome reviews, feedback, and suggestions from experienced practitioners as well. Different perspectives make these examples better and more practical.<BR />If you are following along, I would love your input.</P><P><STRONG>What should I build next?</STRONG></P><P><SPAN><A title="Building an End-to-End Sentiment Classifier on Databricks Using DSPy and AI-Assisted Programming" href="https://medium.com/@sudhir.gajre/building-an-end-to-end-sentiment-classifier-on-databricks-using-dspy-and-ai-assisted-programming-7327af68f6b0" target="_blank" rel="noopener">Blog Link</A></SPAN></P> Tue, 27 Jan 2026 19:31:59 GMT https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145446#M34 Sudhir_G 2026-01-27T19:31:59Z https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145542#M35 <P>Great article!</P> Wed, 28 Jan 2026 14:24:53 GMT https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145542#M35 Hubert-Dudek 2026-01-28T14:24:53Z https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145622#M37 <P>Thank you Hubert, appreciate the endorsement.&nbsp;&nbsp;</P> Wed, 28 Jan 2026 22:51:28 GMT https://community.databricks.com/t5/mvp-articles/%F0%9D%90%81%F0%9D%90%AE%F0%9D%90%A2%F0%9D%90%A5%F0%9D%90%9D%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A0-%F0%9D%90%9A%F0%9D%90%A7-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A8-%F0%9D%90%84%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%92%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD%F0%9D%90%A2%F0%9D%90%A6%F0%9D%90%9E%F0%9D%90%A7%F0%9D%90%AD-%F0%9D%90%82%F0%9D%90%A5%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%AC%F0%9D%90%A2%F0%9D%90%9F%F0%9D%90%A2%F0%9D%90%9E%F0%9D%90%AB/m-p/145622#M37 Sudhir_G 2026-01-28T22:51:28Z