Elite curriculum designed by CTOs for the next generation of AI Engineers. Stop learning obsolete frameworks. Start building autonomous systems.
15K+
Engineers Trained
97%
Completion Rate
4.97
Avg. Rating
$180K
Avg. Graduate Salary
Theory is dead. We learn strictly through deployment, failing fast, and scaling real-world AI architecture in the cloud.
Build transformers from first principles. Understand the math. Train your own models on raw compute.
Our alumni operate at FAANG and top startups. The MBL Certificate is verified proof of deployable competence.
Join a private community of 15,000+ founders, researchers, and AI engineers building the future.
Every module ends with a deployed project. No toy examples — real infra, real users, real production.
Curriculum updates monthly with the latest research. Once enrolled, you have access forever. No subscriptions.
Study alongside peers in 40+ countries. Weekly live sessions, async discussions, and peer reviews.
Four modules. Zero filler. Every lesson is built around deploying real systems — not watching someone else code.
Includes lifetime access, private community, and certificate of completion.
Not a career educator. A CTO who ships production AI and teaches exactly what works at scale.
CTO & Founder — MBL Group
Building autonomous AI systems since 2021. Architect of 22+ production businesses running on AI-first infrastructure. I don't teach theory I stopped using — I teach what I deployed this week.
22+
AI Businesses Built
15K+
Students Trained
4.97
Course Rating
“I don't believe in tutorials. I believe in shipping. Every lesson ends with something deployed, something broken, or something you had to debug at 2 AM. That's how you become dangerous.”
ComfyUI workflows, Python automation scripts, and deep-dive video tutorials. Built by engineers, for engineers.
End-to-end portrait generation workflow with ControlNet, IP-Adapter, and automatic face-fix. Drag-and-drop JSON ready for ComfyUI.
Transform existing footage into AI-stylized video using AnimateDiff + temporal ControlNet. Includes batch-render node setup.
Multi-pass upscaling chain using ESRGAN + tiled diffusion. Handles images up to 16MP with VRAM-safe tiling.
Python script that scrapes LinkedIn + enriches leads via GPT-4o for personalized cold outreach. Outputs to CSV & Notion.
Automated pipeline: YouTube → transcript → blog post → Twitter thread → LinkedIn carousel. One script, five platforms.
Autonomous agent that reads PDF invoices, extracts line items via vision models, and posts to QuickBooks. Zero manual entry.
4-hour deep dive: tool-calling, memory, planning loops, and deployment. You ship a production agent by the end.
Complete walkthrough of LoRA fine-tuning on custom datasets. Covers data prep, training, eval, and Hugging Face deployment.
Next.js + FastAPI + Stripe + Auth. Real-time video tutorial building a complete AI SaaS from zero to first paying user.
Stop watching tutorials. Start compiling. The Spring 2026 cohort closes strictly on Sunday night.