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suryaprayaga

Dear Databricker'sWhat are some of the most common use cases you have used Document Parsing in Databricks? How is the success rate measured in the same? What are some of the lessons learnt?

suryaprayaga · 09-24-2026

Recently I started socializing the use of Genie and Databricks to even a laymen (and ofcourse laywomen) who have never heard what coding is in their life. I am proud that in my company nearly 200 people as of now are using Databricks for some or othe...

suryaprayaga · 09-19-2026

Folks, I must admit, at the beginning I was apprehensive of using Genie for almost anything. Now it solves almost anything that I want to code on Databricks. I was more fascinated with it when I learnt that our customer (who is one of the largest Tel...

suryaprayaga · 08-12-2026

As part of flawless data governance and data quality implementation, Data Drift metrics play a very important role. I have compiled a few Data Drift metrics like Jensen-Shannon Divergence Score, Correlation Breakdown Detection, Data Lineage Health an...

suryaprayaga · 08-10-2026

I wonder if there is any GitHub that specifically focuses on Databricks' Lakehouse monitoring solution with definitions and codes that can do this.I want to onboard it for a customer of mine and don't want to write from scratch if one is already pres...

suryaprayaga · 10-03-2026

Thanks for your reply @DoTA . The most common use case that we use Genie for is to build jobs that are run as notebooks in Databricks for taking screenshots by most of our AdOps teams. We have multiple people using Genie for this very use case.

suryaprayaga · 09-21-2026

This is a good question. Databricks Auto Loader specifically supports a "rescue schema-evolution" mode where new columns don't cause the stream to fail; unexpected fields are placed into a rescued-data column. Besides we could safely introduce what i...

suryaprayaga · 09-20-2026

Dear Thomaz,Thank you for your kind reply and yes Genie has solved many complex problems we work with our customers with. When I said our customers are using it in their Data Science pipeline, I meant using Genie to write codes to build Propensity Mo...

suryaprayaga · 09-06-2026

Yes that's true. There are hundreds (if not 100s) of tasks that can be done without depending on the agents. Databricks indeed has DQX for governance and data quality. Instead of relying on smaller activities (especially when they are repeating in na...

suryaprayaga · 09-04-2026

Tushar, this is interesting. What I am otherwise thinking to represent this as a workflow is depicted in this image.

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