Data Engineering 1.0 was largely about integrating, moving, consolidating massive data to support enterprise decisions. Enterprises built ETL pipelines, data warehouses, data lakes and orchestration platforms to bring data together reliably. Data Eng...
I built ChicagoPulse for the Databricks Community Genie-Powered App Challenge.Track: Track A - Real-World Problem SolverWhy it fits: ChicagoPulse solves a practical civic-data problem by helping residents, analysts, and decision-makers move from a na...
吏 What if learning SQL felt like a game?SQL is one of the most valuable skills in data and AI, but most people still learn it from static tutorials or documentation. Chatbots can answer questions, but they rarely push learners to think through a prob...
Demo Link: https://drive.google.com/file/d/1mgiVrWkSBufoRWnkhDaysqq_U-7dnAun/view?usp=drive_link
The Problem LakeOps SolvesData teams focused on cloud-based analytics solutions often experience operational bottlenecks. Engineers spend countless hours writing SQL joins across system logs monitoring and reporting pipeline failures, while engineeri...
1. Executive Summary & Problem Statement:-Financial institutions face severe operational bottlenecks when detecting coordinated money mule rings and rapid-drain fraud schemes. Fraud syndicates exploit real-time payment rails (such as UPI and IMPS) by...
Rack Radar: Scan before you lift Every gym has the same unsolved problem, and it has nothing to do with fitness. You arrive at seven, walk to the bench press, and there are three people on it. So you wander, wait, or train something you didn't plan t...
Databricks Solutions Architect Genie Agent: Governed AI Design ReviewsDatabricks Solutions Architect Genie Agent turns a new design requirement or a business change request into a governed, evidence-backed architecture design. The Genie Agent reasons...
When does one AI agent stop being enough?Many enterprise AI applications begin with a simple architecture:User → LLM → AnswerAs applications become more capable, the pattern usually evolves into: User → Agent → Tools → AnswerNow the agent can decide ...
In 1929 a Catholic theologian wrote ten rules for detective fiction. Ronald Knox was only half serious. He and Chesterton and Sayers had a dining club for writers of detective fiction and the rules were closer to a party game than a manifesto, but th...
Every sales manager I've ever talked to has the same quiet frustration: the CRM has all the answers, but getting to them takes forever. You want to know which deals are actually at risk this week, and instead you're pivoting spreadsheets, cross-refer...
Scheduling a Genie Agent to run the morning ops report before anyone logs inMost automation makes a report run faster. We wanted ours to run when nobody was around to start it — already sitting in Slack when the team opened their laptops.For eighteen...
