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Stellar SaaS Dashboard

Designed and engineered a complex real-time telemetry dashboard for an AI monitoring platform with live charts and low-latency updates.

The Challenge

StellarAI needed an interface that could render thousands of data points every second without causing UI lag or memory leak crashes in long browser sessions.

The Solution

We designed a dashboard utilizing React virtualization for tables and direct canvas-level rendering for graphs. We optimized state updates using custom hooks to bypass unnecessary React re-renders.

Key Results

No UI stuttering even when processing 5,000+ metric updates per second.

Memory usage remained constant over 12-hour active monitoring periods.

Customer satisfaction ratings for user interface rose from 3.2/5 to 4.9/5.

Project Context

ClientStellarAI Corp
Date DeliveredJanuary 2026
Tech Stack
Next.jsTypeScriptGSAPChartJSWebSockets
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