Muhammad Zubair Hasan Email and Phone Number

• Worked on target user recommendation using user based collaborative filtering • Worked on customer segmentation based coupon recommendation• Created top-n content, collaborative filtering based and hybrid menu recommendation system for food app• Built next purchase prediction models for increasing coupon usage• The models were deployed in a campaign management system portal and wrote an automation script for model deployment.• After A/B testing it was found that the… Show more • Worked on target user recommendation using user based collaborative filtering • Worked on customer segmentation based coupon recommendation• Created top-n content, collaborative filtering based and hybrid menu recommendation system for food app• Built next purchase prediction models for increasing coupon usage• The models were deployed in a campaign management system portal and wrote an automation script for model deployment.• After A/B testing it was found that the developed system improved the previous system by more than 20% Show less

• Analyzed pros and cons of Tableau and Power BI and submitted a report to the CTO• Learned basic tableau operations like numeric ops, table joining, sorting, filtering, plotting and creating simple dashboards