We Build the AI Training We Kept Looking For
Most AI courses are recorded lectures and auto-graded quizzes. An engineer coming out the other end has watched content, but hasn't written code a senior person reviewed. That's the gap our cohorts fill.
Our Story
How We Got Here
Content library begins. First 4 tracks written and interactive labs built from scratch.
Platform launches publicly. 145 labs, 173 lessons, knowledge graph, vocabulary, and system design guides added.
First pilot cohorts open. Instructor review pipeline, capstone rubrics, and cohort Slack built.
Team cohorts launch. Enterprise pipeline opens. Private cohort delivery, manager dashboards, and SSO available.
What We Believe
Our Four Principles
Outcomes come first
We start by picking the capstone a learner should ship, then build the curriculum backward from there. A module exists because it directly serves that project.
Show the math
Every abstract concept ships with a simulation you can manipulate. If a learner can't rotate it, tweak a parameter, and watch the output change, we consider the explanation incomplete.
A human reviews your code
Every capstone gets read by an instructor against a written rubric. That review — feedback a person wrote on a project you built — is the thing a MOOC can't give you.
Small cohorts with live sessions
We cap cohorts at 25 learners. Big enough for peer study groups to form, small enough that the instructor remembers your name and your project. Every cohort has a fixed start date.
Current State
Honest Snapshot
We're a small team, early in. The content library on this site — 15 tracks, 282 lesson modules, 145 interactive labs, and 80+ project briefs — has been under development for roughly a year, and is browsable before you ever book a call.
What we're doing now is packaging that library into live cohorts with instructor review. The first public cohorts run in 2026. We don't have a customer logo wall yet, and we won't fake one until the capstones from cohort one are shipped and the graduates sign off on being listed.
What you get when you enroll: a cohort of 12–25, direct access to instructors who have shipped production AI systems, code review on every capstone, and a program scoped to end with something you can point to in an interview or a PR.
Leadership
The Founder
Sri Krishna
Founder & Lead Instructor
“Built production ML systems for 5+ years. Frustrated that no training program required you to actually ship code a senior engineer reviewed — so we built one.”
Instructor profiles and advisor list are being added as we launch each cohort. Book a demo to meet the instructor before enrolling.