Safety Check-In & Automated Inactivity Alert Platform

As the Lead Backend Developer at Avisa Technologies, I designed and built the complete backend architecture using Node.js, Express, Redis, and MongoDB. The core is an event-driven heartbeat engine that calculates user activity cycles and schedules sliding expiration timers using Redis keyspace notifications and TTL triggers.


The backend was engineered for continuous 24/7 reliability, handling high-volume background pings with minimal server overhead. Every endpoint utilizes index-optimized MongoDB schemas, tokenized authentication, and automated rate-limiting to protect sensitive wellness data.
Selected real-time systems, mobile applications, and web platforms