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Where emotions meet understanding!
Farewell to manually scripting job queues, handling memory errors, and endless tuning— our resilient ML trainer turns it all into a single click. AMLED! is every machine learning engineer's dream.
This is the most scalable, reliable and guaranteed to wake up the on-call engineer url-shortner of all time. Provided to you by 4 students from Canada, 2 from Waterloo and 2 from Concordia.
Production Ready URL shortener
What if your infrastructure could feel pain, diagnose itself, and heal autonomously? Now it can :) !!
A URL shortener that demonstrates core pillars of production engineering: reliability, scalability, observability, and documentation.
Production-grade URL shortener with reliability, scalability, and observability
Make it shorter, click it faster, performance higher
A production-grade URL shortener with full observability — risk scoring, ghost probe detection, canary health checks, Prometheus metrics, Grafana dashboards, and Discord alerting.
MapMind turns messy topics into a structured learning path you can actually follow. Fully opensource & web native
Ticket reservation API that survives chaos. Pessimistic locking prevents overselling under 8000 concurrent users. 38 tests, 92% coverage, auto-restart on crash.
Dev2Prod is a controlled chaos and scale lab for Kubernetes workloads, helping teams test resilience, validate recovery, and understand performance limits before production fails.
Simplifying healthcare, one click at a time.
We built a project focusing primarily on incident response and scalability. We scaled to thousands of concurrent users while having robust triaging and alerting systems.
we did not sleep and neither does the service short URLs, long nights, zero downtime
"Same spec, production-grade execution."
We built a URL Shortener API using Flask, Peewee, and PostgreSQL, supporting bulk operations, tracking, and ensuring scalability, observability, and fault tolerance with CI/CD.
A production-grade URL shortener built with SRE principles such as load-balanced, cached, monitored, and self-healing.
Reliable url shortner
This project contains my work for the Production Engineering Hackathon in April, 2026. It models an API for creating and managing shortened URLs.
Speak in your language, discover your benefits in 30 seconds. SamvaadAI makes 1,000+ government welfare schemes accessible through simple conversation — no forms, no confusion, no exclusion.
A production-grade service that monitors itself, logs incidents, and stays alive — built to survive real-world failures.
A URL shortener with full production infrastructure: load-balanced Flask replicas, Kafka event streaming, Grafana monitoring, Discord alerts, and a real-time ops dashboard — built for scale.
Reliable URL shortener
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