The present technique discloses a system and method to generate an in-context link to a generated shared experience. The technique comprising receiving a first image data of a person’s face captured by a thermal image sensor and receiving a second image data of the person’s face captured by a red-green-blue (RGB) image sensor. The technique comprises feeding the first image data and the second image data to a neural network model; extracting, within the neural network model, one or more image features from the first image data and the second image data; detecting, within the neural network model, a first face image of the person in the first image data, based on the extracted one or more image features; detecting, within the neural network model, a second face image of the person in the second image based on the extracted one or more image features of the second image data; comparing, within the neural network model, the first face image with the second face image; recognizing, within the neural network model, a face of the person based on a result of comparison.