PULSE
Real-time 3D visualization of GPU clusters, render queues, and pipeline health.
The Problem
Monitoring distributed infrastructure usually involves staring at flat 2D line charts on Datadog or Grafana. While effective, it's incredibly difficult to intuitively grasp and debug spatial network bottlenecks, container spin-ups, and GPU clustering issues.
What I Built
Spatial Node Graph
A custom force-directed 3D graph system to visually represent the entire cloud architecture. High-performance rendering capable of displaying over 10,000 active instances simultaneously.
High-Frequency Telemetry Stream
Engineered an ultra-low latency WebSocket pipeline reading from a Redis Pub/Sub cluster to stream server health data at 60 updates per second directly into the client.
Visual Anomaly Detection
Instead of setting up threshold alerts in a text log, node failures trigger a cascading visual "pulse" through the network topology, allowing operators to see the exact blast radius of a failing service.
Command Center Aesthetics
Built with an industrial, brutalist UI direction. Raw data, glowing network streams, monospaced data readouts. Observability doesn't just have to work, it can be beautiful.