Roomfinder platform

A device, comprising:

• one or more memories;
• and
• one or more processors, communicatively coupled to the one or more memories, to:
• receive, from a client device within a facility, client data including information associated with a desired room in the facility,
• the client data being one or more of:
• audio data, or
• image data, and
• the client data further including location data associated with the audio data or the image data,
• the location data to correspond to an elevation of the client device to estimate a vertical location of the client device relative to the facility;
• receive facility data for a plurality of rooms at the facility;
• train a recognition model to associate different patterns to different rooms of the plurality of rooms at the facility;
• identify, using the recognition model, and based on the client data and the facility data, at least one of the desired room or an alternative room based on a plurality of reservation options,
• wherein the recognition model is to:
• associate a pattern from the client data with an attribute of a room based on an index associating different room attributes with the different rooms,
• wherein the attribute identifies room location, and
• identify at least one of the desired room or the alternative room based on the attribute of the room,
• wherein the one or more processors, when identifying at least one of the desired room or the alternative room, are to:
• generate the plurality of reservation options for one or more rooms,
• wherein the plurality of reservation options are ranked based on a potential for the one or more rooms to satisfy a reservation request;
• and
• transmit an instruction to reserve one of the desired room or the alternative room based on identifying at least one of the desired room or the alternative room.

A non-transitory computer-readable medium storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors, cause the one or more processors to:
• receive, from a client device within a facility, client data including information associated with a desired room in the facility,
• the client data further including location data,
• wherein the location data corresponds to an elevation of the client device to estimate a vertical location of the client device relative to the facility;
• receive facility data for a plurality of rooms at the facility;
• train a recognition model to associate different patterns to different rooms of the plurality of rooms at the facility;
• identify using the recognition model, and based on the client data and the facility data, at least one of the desired room or an alternative room based on a plurality of reservation options,
• wherein the recognition model is to:
• detect a pattern in the client data,
• associate the pattern in the client data with an attribute of a room based on an index associating different room attributes with the different rooms,
• wherein the attribute identifies room location, and
• identify at least one of the desired room or the alternative room based on the attribute of the room,
• wherein the one or more instructions, that cause the one or more processors to identify at least one of the desired room or the alternative room, cause the one or more processors to:
• generate the plurality of reservation options for one or more rooms,
• wherein the plurality of reservation options are ranked based on a potential for the one or more rooms to satisfy a reservation request;
• and
• transmit an instruction to reserve one of the desired room or the alternative room based on identifying at least one of the desired room or the alternative room.