• Developed a real time content based recommendation engine depending on the user’s current navigation using KNN.• Optimized cost incurred per lead generation in digital marketing on Google AdWords and Facebook by giving inputs to marketing team for better cost utilization• Mined the competitor property listing and price trends data from different sources to analyze market behavior and frequency of project updation.• Created module to automate operations such as start and stop ec2 instance, create AMIs, and snapshots of ec2 instance.• Created a free text search engine which takes on textual input from a user and interpolates information out of the text using text analytics.• Created Map search which helps home buyers to find homes using map and POIs.