Registration open
Docker Deep Dive
Docker: Building the Foundation for MLOps — Day 1
Saturday, 22 Aug · 8:00 PM Cairo
Mahmoud Sharif · Instructor · 3+ years experience
MLOps MENA Community
Most engineers can train a model.Almost none can ship it.
Free MLOps and AI learning for engineers across the Middle East and North Africa. Live sessions, structured roadmaps, open courses, and mentorship — always free.
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- 3K+
- LinkedIn followers
- 3K+
- Course students
- 1.2K+
- YouTube views
- 4K+
- YouTube subscribers
- 1K
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LinkedIn followers
Course students
YouTube views
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Next free session
Docker Deep Dive
Docker: Building the Foundation for MLOps — Day 1
Saturday, 22 Aug · 8:00 PM Cairo
Mahmoud Sharif · Instructor · 3+ years experience
No prerequisites — no prior Docker or Kubernetes required.
What we do
A whole path, not a single course
Everything the community runs is free and open. Pick the piece you need today.
Live sessions
Regular live sessions on production ML, taught by engineers who ship it. Recorded and published free.
Learning roadmaps
Three structured paths from zero to job-ready, built entirely on free and open-source resources.
Open courses
Cohort-based courses with live lessons, real projects, and a certificate — delivered with Zomra.
Research support
Help for researchers on reproducibility, tooling, and the engineering behind publishable work.
Internships
Routes into real teams through our partners, so students finish with production experience.
A community that answers
Thousands of engineers across MENA who review your code, unblock you, and share openings.
Learning roadmaps
All roadmaps Three paths to production ML
Built entirely on free and open-source resources — 159 curated links across the three paths.
Courses
All courses Cohort-based and free to join
02 Coming soon
LLMOps
Serving, evaluating, and operating LLM systems in production — the operational half of GenAI that almost nobody teaches.
Get notifiedSessions
All sessions Free live sessions, recorded for everyone
Register on Zomra, attend live, and catch the recording afterwards.
Recording available
The On-Prem MLOps Playbook
Bridging Traditional DevOps and Private AI Workloads
Thursday, 6 Aug · 8:00 PM Cairo
Mohamed Rashad · Co-Founder & CTO, DevisionX
Study groups
Four rooms, pick by experience
Study alongside people at your level. Choose based on your actual hands-on experience, not your job title.
Open source
Our GitHubRepositories worth your time
The tools and courses we point people at, plus our own course repo.
Articles
All articles Published on LinkedIn and Medium
The DevOps to MLOps Transition Roadmap
You already own 60–70% of the skillset. This roadmap adds only the ML layer on top — the fastest career pivot in tech, in five phases over three to five months.
Read 8 Jul 2026
MLOps Roadmap for Seniors
Seven specializations — LLMOps, model optimization, production Kubernetes, advanced monitoring, performance and load testing, system design for ML, and soft skills. Pick two or three and go deep.
Read 8 Jul 2026
Basic MLOps Engineer Roadmap
The roadmap I would give my younger self — five phases over six to nine months, built entirely on free and open-source resources, because the real knowledge in this field lives on GitHub and YouTube.
Read 27 Jun 2026
Limited time
We are also on Brainsmingle
Another place to find us — our space on Brainsmingle. For a limited time you can join free this week with the code below.
The team
Who runs this community
Practitioners who build and operate ML systems for a living, teaching what they actually do at work.
Founder
Aya Nasser Salama
Senior MLOps & LLMOps Engineer with 6+ years in AI. At Unifonic she is the central MLOps/LLMOps support across AI teams — agentic products with LangGraph and MCP, LLM evaluation and observability, and 30B+ model serving on Kubernetes. She designed and teaches "Production ML Engineering" at ITI, and built Valeo's first production RAG system.
Community Director
Basem Abusaif
AI Engineer working on 3D perception and generative AI, with 5+ years building deep learning pipelines for autonomous systems. Leads the 3D perception stack at Wakeb Data and previously productionised LiDAR simulation models at Valeo. Completing an MSc in Informatics at Nile University.
Plus 6 leads across six owned axes
Instructor Lead · Content Lead · Research Lead · Community Growth & Partnerships Lead · Sessions & Mentorship Lead · Platform & Social Media Lead
Partners
Built with people who ship
FAQ
All answers Questions we get every week
Yes. Sessions, roadmaps, articles, study groups, and community support cost nothing and always will. Our courses are delivered with our educational partner Zomra.
Not for the community or the roadmaps — the Basic MLOps Engineer Roadmap starts from programming fundamentals. The MLOps Practitioner course does expect basic Python and at least one model you have trained before.
If you are new to the field, start with the Basic MLOps Engineer Roadmap. If you already work in DevOps, SRE, or platform engineering, go straight to the DevOps to MLOps Transition Roadmap — you can skip most of the basics. If you are already working in MLOps, the Seniors roadmap helps you pick a specialization.
Yes. We help researchers with reproducibility, tooling, and the engineering side of publishable work. Bring your problem to the community channels.
Contact us
Talk to the community
Questions, partnerships, sponsorship, or hiring — here is how to reach us.
Partnerships & collaboration
Talk to the founder about future partnership and collaboration.
Aya Nasser Salama
Founder · Senior MLOps Engineer
Join us
Learning MLOps alone is unnecessarily hard
Thousands of engineers across MENA are already in the room — reviewing each other’s code, sharing openings, and getting unblocked. It costs nothing.