Pruthviraj M V

Software

Designing for Scale : The Power of Virtualization

The DOM Performance Ceiling When architecting our IoT monitoring platform at Hoomanely, we knew we'd be dealing with device data that scales exponentially. Our device status dashboard needed to display real-time information across hundreds of connected devices—device IDs, user details, heartbeat status, timestamps—all updating constantly. Drawing

Software

Breaking the Feed Scaling Wall: Insights from Re-architecting a Production Social Feed

Every social application eventually hits the "Feed Scaling Wall." It usually happens when your first power user follows their 500th account, and your once-snappy SELECT * query starts taking 200ms. Then 500ms. Then timeouts. To preempt this bottleneck at Hoomanely, we architected our system for scale from Day One.