Task-related context for data transfers

A system for facilitating user-specific data transfers to provide task-related context to a user, the system comprising:

• one or more processors programmed to:
• receive, from a client device of a first user, a first request to execute a first computing task;
• determine, using a trained classification model, a first class associated with the first computing task, the first class indicating a task type of the first computing task;
• generate, using a trained transformer model, a first embedding representing the first request, wherein the first embedding encodes first information comprising the first computing task, the first class, and the first user;
• compute, using the trained transformer model, a plurality of similarity scores each representing a similarity between the first embedding and a plurality of embeddings respectively representing a plurality of previously submitted requests from a plurality of users, wherein each of the plurality of previously submitted requests comprises a request to execute a respective computing task;
• identify, using the trained transformer model, a second user from the plurality of users based on a similarity score of the plurality of similarity scores exceeding a predefined threshold similarity score, the similarity score representing a similarity between the first embedding and a second embedding of the plurality of embeddings representing a second request of the second user to execute a second computing task, wherein the similarity score exceeding the predefined threshold similarity score indicates that the trained classification model classified the second computing task into the first class;
• retrieve, using the trained transformer model, the second embedding representing the second request, wherein the second embedding encodes second information comprising the second computing task, the first class, and the second user;
• provide the second embedding to the client device;
• and
• execute, using a decoder implemented by the client device, a data transfer program to extract the second information from the second embedding and store, in memory, the second information, wherein the first computing task is executed using at least some of the second information.