Stop watching tutorials.
Start building like an engineer.
A 6-week live cohort where you build one real AI project end-to-end, master the industrial workflow real ML teams use, and walk into interviews ready to defend every decision you made on it. Not theory you'll forget. Real skills you'll use.
This is for you if...
You've finished courses but still can't build something on your own
Your projects look like everyone else's — and you know it
You're stuck writing code in Jupyter notebooks and don't know how real industry code is written
You freeze when an interviewer asks "explain your project"
You know Python basics, but the jump to "real ML" feels impossible
You can run an algorithm, but you're never sure which one to use, or why
Prerequisites
Comfortable with Python basics (variables, loops, functions — if you can read simple Python, you're ready)
A basic idea of what machine learning is (you don't need to have built models — just know the concept)
A laptop and curiosity. Everything else — the libraries, the workflow, the concepts — we teach as the project needs it.
One project. The real workflow. Interview-ready.
Forget another half-finished tutorial. Here's what you actually leave with.
One Real Project
Built end-to-end — from raw, messy data to a deployed system you can actually show off and walk someone through.
The Full Industrial Workflow
Version control, modular code, proper evaluation, real deployment — the habits that separate engineers from tutorial-followers.
Interview-Ready, On This Project
Not generic interview tips — you'll learn to explain and defend every decision you made on this exact project, the way real interviews go.
Your 6-Week Journey
Week 1
Engineering Foundations
Week 2
Working With Real Data
Week 3
Building & Evaluating the Model
Week 4
Industrial-Grade Code
Week 5
Deployment
Week 6
Career & Interview Readiness
Concepts are taught exactly when the project needs them — so they finally make sense, instead of piling up.
Want the full week-by-week breakdown? .
Live sessions. Real practice. Lifetime access.
Where the real value is
Live Sessions
Ask questions, get unstuck, and get direct feedback in real time — the part no recording can replace.
Not theory worksheets
Practice Sheets
After every session, you get a practice sheet packed with challenging, industry-style tasks that force you to think and apply — not memorize.
Lifetime access
Session Recordings
Every session is recorded and yours to keep, forever — so nothing gets lost. But live is still where it happens.
This is a paid founding cohort. Waitlist members get first access and the founding price before anyone else.
Seats are limited. The first cohort is the smallest — and the most personal.
Join the Waitlist