Dr. Aki Wijesundara
Manu Jayawardana
Free Lesson

Your Backend Skills Are 70% of AI Engineering

30 min
Sep 9, 2026 12:00 PM

What you'll learn

Map your backend skills onto AI systems

APIs, queues, caching, and reliability transfer straight into AI engineering.

The specific 30% that's genuinely new to AI systems

Prompting, evals, and probabilistic behaviour - the parts you must learn.

A focused study plan that skips the redundant 70%

Something you can apply the same day.

Why this topic matters

Backend engineers underestimate how much of their existing skill set transfers directly into AI engineering. This session identifies exactly which 30% is genuinely new, so you stop relearning things you already know.

You'll learn from

Dr. Aki Wijesundara

Dr. Aki Wijesundara

AI Founder | Educator | Google AI Accelerator Alum

Manu Jayawardana

Manu Jayawardana

AI Advisor | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

Previous Students from

Google
Meta
OpenAI
NVIDIA
Amazon Web Services
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