MKMugesh Krishna {M K }inorganization-data-analysis-agent.hashnode.dev·6d ago · 8 min readDatabricks LTAP: Bringing PostgreSQL OLTP and Lakehouse Analytics TogetherIntroduction Modern applications continuously generate transactional data. PostgreSQL is commonly used as the operational database because applications need fast and reliable INSERT, UPDATE, DELETE, a00
MKMugesh Krishna {M K }inorganization-data-analysis-agent.hashnode.dev·Dec 7, 2025 · 5 min readData Analysis Agent — Tech BlogProblem statement Large organizations commonly have multiple teams and business users who rely on a central data-analysis team to answer short, often urgent questions about company data (examples: “which customers churned last month?”, “top 10 SKUs b...00
MKMugesh Krishna {M K }inaws-dms-s3-medallion.hashnode.dev·Aug 11, 2025 · 11 min readData Engineering with AWS MedallionIntroduction Modern analytics lives or dies by the quality, freshness, and cost of your data pipelines. In this blog, I’ll first unpack existing, production pipeline and then walk you through a proposed AWS-native redesign based on the Medallion (Bro...00