Use Cases
In the use cases section you will find a selection of self-initiated projects inspired by real business needs
Carbon bot
The chatbot for a company selling carbon fiber and related materials. A client would need a way to surface and make available the content scattered in documents and databases to potential customers. The obvious choice was a chatbot using RAG with low temperature setting ensuring factual accuracy while being able to provide structured recommendations.
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Tennis Court Booking
A concept project for a booking system built for hospitality venues. Court reservations with real-time slot availability, conflict prevention, and instant feedback. Guests log in with their room number, browse a 7-day calendar view, and book or cancel slots in two taps. Duplicate bookings and out-of-hours requests are blocked at the database level, with clear error messages surfaced directly in the UI.
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Night Auditor
Every hotel runs a night audit, the process of checking that room charges, point-of-sale postings (restaurant, bar, spa, minibar), and guest payments all agree with each other. Done by hand in spreadsheets, it's slow, error-prone, and the kind of small mismatch that slips through, an unposted bar tab, a folio that was never fully paid, a POS charge that never made it to the room, quietly adds up to real lost revenue every single night.
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