The world wide web is evolving at a relentless pace, and with an accelerated growth each passing year, there is bound to be an overwhelming surge of online content. It was for this very reason that personalisation of search feeds was proposed as a solution to combat the overload of irrelevant information.Several social media platforms such as Facebook and Instagram along with various online shopping websites have chosen to help filter content, increasing user engagement, retention and customer loyalty.