Octopus Digital Signage
2024 — Now- Sole backend engineer for 15 microservices across a full IoT digital signage platform, built in Node.js and TypeScript.
- Traced an 18k writes/sec bottleneck to MySQL binlog write amplification and rewrote the service to eliminate it.
- Moved heartbeat checks from DB polling to Redis — sub-500ms across 40,000 screens, and the recurring crashes stopped.
- Cut monthly infrastructure costs by 10% by identifying a redundant service and migrating its functionality entirely to EMQX and raw SQL.