Hands on keyboards, or a room of five hundred.

A workshop is hands-on and outcome-based — participants build something under supervision, so numbers are capped. A webinar is a live online session, interactive but not hands-on, and scales to any audience. A seminar is an in-person talk to a large hall, aimed at changing how people think about a subject rather than teaching a specific skill.

Thirty to forty per facilitator. Beyond that, debugging queues form and half the room sits idle. Larger cohorts run with additional facilitators or as parallel batches across two days.

A laptop with Python 3.10 or later, a browser, and internet. We send a setup script and a pre-flight checklist three days ahead, and open a help channel so nobody spends the first hour installing things.

Sometimes. Student chapters and non-profit communities can apply through the enquiry form — mention the audience size and date. We keep a small number of these slots open each quarter.

Yes. Participation certificates are issued for institutional workshops and seminars, and can be co-branded with your college or company.

Yes, across India, and internationally where the event covers travel. Online delivery is available everywhere and, for hands-on workshops, works better than most people expect.

That is usually the most useful part. We write problem statements that cannot be solved by a single prompt, define judging criteria that reward working systems, and mentor teams during the build.