For a leading publishing house in the UK, We created a recommendation system for their online subscription service. The goal here was that each user should see books from their favorite topics upon login into the service. There were about 10 thousand books and roughly 2000 subscribers. The additional challenge was that since these were mainly subscribers of technical books we had to make sure that the latest books were recommended always.
The second project was for a cellular company and here We had to recommend the top 5 offers to over a million consumers. The additional challenge was that the recommendation should lead to an increase in revenue.
We developed a recommendation system for a job portal where they wanted us to create a recommendation system that gives them a better performance than the equivalent google platform. We created the recommendation model and then worked with their team to implement the same on AWS.
