May The Oracle Be With You. 

Hello, I’m Shivkumar—Shiv or KumR for short. With 22+ years in tech, I’ve delivered solutions across Oracle Cloud Financials, Projects, Supply Chain, Rebates, and HCM. As an Oracle Cloud Solution Architect and AI Practitioner, I blend enterprise expertise with Gen AI innovation. I’ve led projects as a Product Owner, Scrum Master, and Delivery Architect, driving success from vision to reality. Beyond work, I explore data science, machine learning, deep learning, Gen AI and share insights through my YouTube channel. Here, it’s all about learning, sharing, and growing together. Let’s build something meaningful.