- Software Development
- How Real Estate Site Trulia Uses Artificial Intelligence to Customize User Experience – InApps Technology 2022
How Real Estate Site Trulia Uses Artificial Intelligence to Customize User Experience – InApps Technology is an article under the topic Software Development Many of you are most interested in today !! Today, let’s InApps.net learn How Real Estate Site Trulia Uses Artificial Intelligence to Customize User Experience – InApps Technology in today’s post !
Read more about How Real Estate Site Trulia Uses Artificial Intelligence to Customize User Experience – InApps Technology at Wikipedia
You can find content about How Real Estate Site Trulia Uses Artificial Intelligence to Customize User Experience – InApps Technology from the Wikipedia website
This new episode of InApps Technology Makers podcast examines how real estate information provider Trulia uses artificial intelligence and computer vision to deliver a more personalized experience to its users. For this interview, Deep Varma, Trulia’s vice president of data engineering, spoke with TNS managing editor Joab Jackson:
How Real Estate Platform Trulia is Utilizing Machine Learning with Apache Kafka
Also available on Apple Podcasts, Google Podcasts, Overcast, PlayerFM, Pocket Casts, Spotify, Stitcher, TuneIn
Ingesting large amounts of data in near real-time is something many of today’s organizations are having to consider, particularly those focusing on using customer metrics to shape their products and services. In the discussion, Varma notes that Trulia makes use of Apache Kafka to power its personalized platform.
“We tag events into a real-time messaging layer built on top of Kafka. We have connected our machine learning system to see those real-time systems and use those models to predict what customers are interested in. The last layer is a real time API that allows for desktops, mobile, and web browsers to give customers a personalized experience in real-time,” said Varma.
The company has also built a strong library for image recognition, allowing the service to identify features in real estate listing photos — such as hardwood floors and bay windows — that the listing themselves neglect to mention. Varma explains that Trulia also makes use of the Cython static compiler for Python and GPUs rather than CPUs to keep up with its process-intensive data streaming requirements.
Be sure to subscribe to, rate, and review InApps Technology Makers on iTunes, Simplecast and YouTube.
InApps Technology is a wholly owned subsidiary of Insight Partners, an investor in the following companies mentioned in this article: Real.
Let’s create the next big thing together!
Coming together is a beginning. Keeping together is progress. Working together is success.