Now that we have our Users table all set up (read Part 1 of this series, if you need to catch up), we need to add a bit more data to the mix. Groups The next logical piece of data, in my mind, is to g...
Howdy! Welcome to my first blog! As an Identity System Administrator, I would say that a good portion of my day was spent configuring Okta and other identity systems. As I have moved more into an Iden...
In an era where data drives innovation and competitive advantage, protecting it becomes a non-negotiable priority. Particularly when it involves sensitive information, even minor lapses can translate ...
Introduction The world of Artificial Intelligence (AI) is evolving rapidly, and AI Agents are at the forefront of this transformation. These intelligent systems, powered by Large Language Models (LLMs...
Data practitioners often struggle to choose between open data formats like Apache Iceberg and Delta Lake (Linux Foundation) due to inconsistent support across different data platforms. To address this...
Today, consumers leverage technology to enrich their shopping encounters through digital engagements, AI-driven interactions, and other digital channels before completing a purchase. On the other hand...
Hi, I’m Debu. I spend a lot of my day building and stress‑testing LLM‑powered systems, and one lesson keeps coming back: if you don’t measure your agent’s behavior over an entire conversation, you’re ...
Problem Statement Let us start with setting some context. The problem statement that we are solving here is kept a bit generic as the solution can be applied to any similar situations. Consider a Payr...
The ever-increasing complexity of LLM models often comes at a steep cost: greater computational requirements, increased energy consumption, and slower inference times. Enter model quantization - a pow...
Over the years, I have collaborated closely with ML engineering leaders across various industries, guiding them on how to make the right chunking strategy decisions for their Retrieval-Augmented Gener...
