Understand backend basics and how APIs work.
Learn about http methods.
Database and ORM with FastAPI.
Streaming Response using Websocket and SSE.
authentication, authorization and Ratelimiting.
to learn about how to build backend service for your AI project
basics python
basics understanding for command line
basics knowledge on database
I'm a Senior MLOps and LLMOps Engineer with 6+ years in AI, holding a master's in Informatics from Nile University. I've worked at Unifonic, Valeo, Aiactive Technologies, and Advanced Programs Co. I'm an MLOps instructor at ITI Cairo and founder of the MLOps MENA Community.

MLOps MENA is a community for machine learning practitioners across the Middle East and North Africa.
We exist because the gap between "training a model" and "running one in production" is where most careers stall — and because that gap is rarely taught in Arabic.
What we do
Technical sessions with practitioners working on real production systems — deployment, monitoring, on-prem infrastructure, LLMOps, and everything in between
Learning roadmaps and resources that take you from ML fundamentals to production-grade pipelines
A bilingual space where Arabic is a first-class language for technical content, not an afterthought
Connecting strong talent in the region to opportunities that fit them