Problem statement:$-$Build a recommendation engine that suggest products to user based on their past browsing history $,$ purchases and references

Challenge:$-$ Balance between personalised and popular recommendations,handle cold start problems and ensure recommendations are diverse and novel.

Use python programming language for the problem statement by using VS code and tell me how to implement