A processor-implemented method for generating a matrimony recommendation using a machine learning model is provided. The method includes (i) generating a user profile for (i) a first user or (ii) a second user, (ii) obtaining family information of (a) the first user from a first user device associated with the first user and (b) the second user from a second user device associated with the second user, (iii) generating a database using the family information associated with the first user and the second user, (iv) automatically generating a first family tree using the family information associated with the first user, and a second family tree using the family information associated with the second user based on a pre-determined tree template and (v) populating family members of (a) the first family tree or (b) the second family tree based on a response from the first user or the second user.