IB Parent ML Engineer · 3+ years 20+ yrs · 200k+ students Built with empathy

The story behind Aimnova

Built for IB students, by a parent who lives the Diploma stress every single day.

ML Engineer & Product

Over 20 years building online learning platforms that have helped 200,000+ students pass professional certification exams. Along the way, I studied the science of learning — how memory works, why spaced repetition beats cramming, and what actually makes knowledge stick.

Then I spent 3+ years as a Machine Learning Engineer, building high-performance systems from the ground up. Aimnova is where those two worlds meet: deep education experience combined with real engineering — powering adaptive study plans, intelligent flashcards, and AI-driven feedback that genuinely works.

  • Personalised study plans powered by ML
  • Spaced repetition flashcards with smart scheduling
  • AI Tutor with step-by-step reasoning
  • Real-time progress analytics & weak-area detection

Why I built Aimnova

After two decades of helping students succeed and seeing 200,000+ of them pass professional exams, I thought I understood learning pretty well. Then my two children started the IB Diploma (with a youngest still in PYP) — and I saw the late nights, the overwhelm of six subjects at once, the stress of not knowing what to study next.

I'd spent years studying the science of learning — how memory consolidation works, why interleaved practice outperforms blocked study, how spacing and retrieval turn short-term cramming into lasting knowledge. I knew exactly what my kids needed. The problem was that no tool existed to deliver it.

So I built one. Aimnova is the platform I wished my own kids had — one that knows where you are, tells you exactly what to do next, and makes every study session count. It's not made by a distant ed-tech company. It's made at the kitchen table, between homework help and exam prep, by someone who has spent a lifetime making learning work.

Online teaching
20+ yrs
ML engineering
3+ yrs
Students helped
200k+
AI-powered features
10+

What we believe

Students first, always

Every feature is tested against one question: does this actually help an IB student feel less overwhelmed and more prepared?

Smart, not more

The IB already has enough content. Aimnova focuses your time on what matters — weak areas, spaced revision, and targeted practice.

Built with real experience

Two kids in the IB Diploma, one in PYP, hundreds of exam papers, and real conversations about what works. This platform is shaped by lived experience, not guesswork.

Start studying smarter

Join thousands of IB students using a platform built with real understanding — free notes, flashcards, and a personalised study plan.