Knowledge integration
Connected venue-specific knowledge retrieval with the language model and kiosk interface.
A voice and touchscreen concierge grounded in site-specific knowledge, with an asynchronous interaction pipeline.

Connected venue-specific knowledge retrieval with the language model and kiosk interface.
Worked on speech output and an asynchronous interaction pipeline.
Diagnosed retrieval and voice issues, then supported field validation.
Voice or touch input moves through venue-specific retrieval, a language model response, and speech or interface output.
The integration work focused on keeping the interaction pipeline asynchronous and the kiosk interface responsive while diagnosing retrieval and voice failures.
Field work included repeated-recognition and silent-audio fixes, followed by recorded in-person kiosk acceptance in August 2026.
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