Visionary Sparks is an India-based learning technology company building practical tools for engineering, software and AI learners.
Engineering learners have more content than ever, but the path from watching a tutorial to building a working system is still fragmented. Explanations, code practice, project plans, notes and progress usually live in different places.
Classmate AI is a learning workspace for adult college students and early engineers. Its tutor, Astra, connects explanations to a practical next step:
We are focusing on software skills for engineering learners aged 18 and above: backend development, AI and machine learning, data engineering, systems fundamentals and the practical habits behind reliable software.
We are early, independent and careful with cost. Classmate AI uses bounded model usage, reusable answers where appropriate and local AI options so the product can grow without pretending every question needs the most expensive model.
I'm Samaruban, the founder of Visionary Sparks — and like a lot of you, I'm a student myself.
I kept seeing engineering learners collect tutorials without gaining the confidence to build. The missing part was rarely another video. It was a clear next step, a place to practise and help that understood the learner's current level.
So I started building the workspace I wanted as an engineering student: Astra for explanations and debugging, Paths for direction, Code Lab for practice, and a progress system that makes consistent work visible.
Classmate AI is early and focused. We are building first for engineering and software learners, learning from real use before expanding into another audience.
— Samaruban
Founder, Visionary Sparks
Every explanation should lead to practice, a project decision or a clearer mental model.
Built for software, AI, data and systems learners aged 18 and above.
Usage limits and cost-aware infrastructure keep the current product accessible.