Before a government agency puts an AI agent in front of the public, one question always comes first: is it safe? Gatehouse is my answer to one part of that question. It serves GovTech Singapore's LionGuard safety model inside a Databricks workspace, ...
Banking · Insurance · Credit Risk · Any Team Running More Than One Model — From Copy-Pasted Pipelines to One Shared Pipeline and One YAML per ModelBy @SrinuB in collaboration with @sridharplv Your first model went to production beautifully. Your fif...
Suppose a RAG application returns this:{ "response": "You can return the item within 90 days.", "citations": ["returns-policy"] }The cited document allows returns within 30 days.A citation-presence check should pass this response. A check that th...
The problem: rethinking routing in multi-agent systems on DatabricksDatabricks native supervisor agent pattern is a solid default for orchestrating multiple Genie spaces and tools  but it comes with a routing constraint worth examining. The superviso...
Why I Built ThisAfter nearly 15 years working in enterprise supply chain and data engineering — most recently as a Staff Engineer at a large national grocery retailer — I have seen firsthand how retail organizations struggle with one persistent probl...
Really solid project—especially the focus on turning ML forecasts into practical order recommendations. The data quality and decision-engine approach makes it genuinely useful.
