Recommender systems has played a vital role in improving the user experience and overall revenue for an organisation. It has been a necessity for any retail or e-commerce organisation to target the customers efficiently. In this talk i will be talking about building recommender systems like Trending , Behavioural & Personalised Recommendation system. I will also be covering building the software systems around Upselling items recommendation system using tools like Spark ML, Airflow etc.