Creator
Built by Youssef Emad
Software engineer & ML builder focused on creating lightweight, production-ready AI systems that actually work in real-world pipelines.
Youssef Emad
Software Engineer • Machine Learning • System Design
I build ML systems that focus on simplicity, performance, and production reliability. MLWatch was created to solve real problems in monitoring ML models without heavy tooling.
Why I built MLWatch
Most ML monitoring tools are either too heavy, too complex, or designed for research—not production systems.
MLWatch was built to solve this gap with a simple API, real-time drift detection, and production-ready outputs.
Vision
Make ML observability as simple as logging data. No dashboards required. No infrastructure overhead. Just clean signals when your model starts failing.
Let’s build better ML systems
If you're building production ML — MLWatch is for you.
Start Using MLWatch