# Monitoring & Observability > Selected Engineer ApS work demonstrating Monitoring & Observability — the achievements that prove it. - [Developed and launched the company's first observability dashboard, providing real‑time system performance insights and data visualization on the large office TV.](https://engineer.company/portfolio/developed-and-launched-the-company-s-first-observability-9/) - [Designed, deployed, and maintained 10 PostgreSQL and MS SQL servers on Ubuntu Linux VPS, ensuring optimal server performance and reliability.](https://engineer.company/portfolio/designed-deployed-and-maintained-10-postgresql-and-ms-13/) - [Automated delivery of 20 GIS data pipelines and app data ETL processes, streamlining infrastructure automation and reporting.](https://engineer.company/portfolio/automated-delivery-of-20-gis-data-pipelines-and-17/) - [Mitigated operational risks by implementing a monitoring dashboard using Grafana and Prometheus, improving system reliability.](https://engineer.company/portfolio/mitigated-operational-risks-by-implementing-a-monitoring-dashboard-22/) - [Provided round‑the‑clock 24/7 infrastructure support for an IPTV/OTT streaming platform, administering ~1,000 servers plus client‑owned systems for global customers in China, the US and Germany.](https://engineer.company/portfolio/provided-round-the-clock-24-7-infrastructure-support-82/) - [Ensured uninterrupted delivery of IPTV streaming signals between suppliers and clients, monitoring and maintaining the streaming network and IP telephony around the clock.](https://engineer.company/portfolio/ensured-uninterrupted-delivery-of-iptv-streaming-signals-between-83/) - [Built first‑party error monitoring and OpenTelemetry tracing rather than buying them — payload sanitising, spike and regression detection, symbolication and a synthetic heartbeat — behind 11 operator views.](https://engineer.company/portfolio/built-first-party-error-monitoring-and-tracing-98/) - [Found and closed three SSH brute‑force protections that had never worked: a ban jail watching port 22 while the daemon listened on 1986, a rate limit shadowed by a broader rule above it, and a ban action whose binary never resolved, so no ban had ever applied.](https://engineer.company/portfolio/found-three-ssh-brute-force-protections-that-never-worked-110/) - [Built dead‑man's‑switch monitoring that pings only while memory and disk are healthy, so a degraded host raises an alert by going silent — and caught six variable names saying "free" where the check correctly measured "available", an order of magnitude apart on a 464 MB box.](https://engineer.company/portfolio/built-dead-mans-switch-monitoring-115/) - [Built seven read‑only reporting roles that render a live host to Markdown — facts, access, git, metrics, traffic, security and provider inventory — under a rule that no number is printed the run did not measure.](https://engineer.company/portfolio/built-seven-read-only-host-reporting-roles-120/) - [Stopped an application filling memory at 41 MB a second — a recorded 111 GB of compressed pages on a 36 GB machine — by bounding every event stream, subscribing by event type and putting a rate budget on logging, taking 610,996 log lines down to 1,411.](https://engineer.company/portfolio/stopped-an-application-filling-memory-at-41mb-a-second-155/)