• Built highly scalable generic data platform to host insights pertaining to the real estate listings/homes. Platform supports low latency (under 15 ms) and highly available REST APIs supporting live Realtor.com traffic.
• Architected/developed the production pipeline for the Photo-First initiative for the Realtor.com. As part of this, images/photos pertaining to the home listings are classified/categorized under different categories like External, Bedroom, Bathroom, Living Room etc as displayed on Realtor.com. This feature has direct impact on user experience and thus CSAT score.
• Improved the accuracy of the MLS listings description based tags. These tags were based on the regular expressions. New system used NLP based ML model to improve the accuracy and thus improved overall user experience.
• Hero image selection for the certain listings for which images/photos uploaded were not visually nice. The system using Click Through Rate (CTR Score) of the images would identify the top two images to be displayed as Hero Images on SRP (Search Results Page) and LDP (Listing Detail Page).
• Deployed a pipeline to extract the short key phrases/features from the listing description using NLP to present the key features of the listing/home to the user. This module was named "Homes with Special Features".