Systems I’ve Built & Operated

Virtual classroom sessions fail when server resources saturate under live media loads or when background recording rendering degrades active meetings.

Engineered dedicated-node isolation with Scalelite proxy routing, regional TURN traversal, and automated post-session recording offloading with 99.9% uptime target.

Operating a subscription hosting business across international currencies and domestic Indian requirements risks price tampering and accounting errors if logic is decentralized.

Sole source-of-truth backend with signed quotes, automated currency conversion, forced 18% GST invoicing for India, and instantaneous webhook-to-quota synchronization.

BigBlueButton is designed for interactive classrooms, not broadcast streaming; schools cannot broadcast major keynotes without maintaining an unmaintainable software fork.

Engineered a headless sidecar bridge that joins BBB sessions as an automated attendee, capturing composite output and relaying via RTMP with zero moderator learning curve.

Classroom recordings rapidly exhaust expensive server SSDs, while non-technical educators lack tools to search historical archives without server access.

Hands-off background workers moving finished recordings to customer Google Drive with searchable metadata dashboard and loud failure alerting.

Generic server monitoring floods engineers with noise on harmless CPU spikes while failing to track BBB-specific business thresholds (such as customer recording quotas).

Architected read-only bymond-agent reporting over mutual TLS, central bymond-ops verification, and isolated Alertmanager notification routes. (Active staging validation).

Legacy PHP/WordPress setups suffered from plugin vulnerability bloat, database latency on every request, and ongoing security patching overhead.

Type-safe Next.js architecture deployed to global Cloudflare Edge, achieving sub-100ms TTFB worldwide with zero database execution on page loads.