Blogs

Introduction I’ve been a Project Manager for about 14 years now. During this time, I’ve seen cloud migrations, mobile transformations, and agile rollouts reshape how teams work, but none of them changed my day-to-day responsibilities as dramatically as AI has over the last eighteen months. The frameworks I learned back in 2018 still apply to […]

Every data engineer knows the dread of a process that looks perfect on paper but relies entirely on manual intervention. Not long ago, I was managing a critical regulatory compliance data pipeline for a client. The raw ingredients were complex, multi-format regulatory list updates provided in Excel and CSV files. The destination was Snowflake, where […]

You invested significant time and worked hard to get someone onto your platform. They saw your advertisement and visited your app or site, browsed a few titles. Maybe even started a free trial. Then they were gone. In today’s subscription economy, especially in OTT platforms, DTH services, and bundled entertainment ecosystems, customer retention is not […]