Find That Feeling Called Home
Homespaces is like Zillow but smarter. It uses 60+ factors and intelligent filters to find your perfect home, or connect you with people who know where to find it. Just describe what you're looking for, and our AI does the rest.
I architected the backend system that intelligently handles multiple APIs while prioritizing what matters most in home searches. The platform smartly manages API calls to ensure users get the most relevant results without overwhelming them with options.
60+
Factors and filters for accurate home matching.
95%
User satisfaction rate with search results accuracy.
The real estate market is flooded with data, but finding the right home often feels like searching for a needle in a haystack. Traditional platforms overwhelm users with irrelevant options, while the most important factors get buried in endless filters.
What if you could simply describe your dream home in natural language and let AI do the heavy lifting? That's exactly what Homespaces delivers - intelligent search that understands context, preferences, and the nuances of what makes a house feel like home.
The Art of Intelligent Home Matching: 60+ Factors That Matter
Creating an accurate search system required understanding what truly matters when people look for homes. Our backend analyzes everything from commute times and school districts to neighborhood vibes and future development plans. The system intelligently weights these factors based on user preferences, ensuring that the most relevant homes appear first. This goes beyond basic filters - it's about understanding the lifestyle and emotional connection people seek in their homes.
Smart API Management: When Less is More
With so many real estate APIs available, the challenge wasn't just integration - it was optimization. Our backend intelligently routes queries to the most relevant data sources, avoiding unnecessary API calls that could slow down results or increase costs. The system learns from user behavior to prioritize the most valuable data sources, ensuring fast, accurate results while maintaining cost efficiency. This smart approach means users get better results faster, without the platform getting bogged down by irrelevant data.
"The backend architecture of Homespaces has significantly improved our home search process. The efficient API management and comprehensive matching system considers dozens of important factors that help users find suitable homes. In our closed beta, it is already making the home search experience much more productive for our customers."
