Chennai Properties is a premier real estate portal designed to connect buyers with top-tier builders. We completely overhauled their digital infrastructure to support massive traffic scale, real-time map searching, and advanced lead generation mechanisms.
<120msSearch Latency
+65%Lead Generation
10k/minMLS Import Rate
800K/moPlatform Traffic
<120msSearch Latency
+65%Lead Generation
10k/minMLS Import Rate
800K/moPlatform Traffic
<120msSearch Latency
+65%Lead Generation
10k/minMLS Import Rate
800K/moPlatform Traffic
Real Estate / PropTech
About Chennai Properties
Client PartnerChennai Properties Group
Our Core RoleUX/UI & Fullstack Engineering
Timeline4 Months
Target PlatformWeb Application
The Obstacle
Understanding the Problem
Slow database queries and lack of efficient geolocation search made listing retrieval extremely slow, causing users to abandon the site.
- Searching over 50,000 listings within sub-second response times.
- Designing a fluid real-time map interface integrating local landmarks and zoning info.
- Building an automated listings synchronization script for multiple third-party MLS feeds.
Strategic Framework
01
Query Profiling
Located slow database joins and missing indexes.
02
Cache Layering
Integrated Redis for high-frequency search configurations.
03
Map Interface Refactoring
Designed vector tile rendering to prevent UI freezes.
The Blueprint
Strategic Architecture
Implemented Elasticsearch alongside Redis cache to optimize search queries. Leveraged Mapbox API to build a fast cluster-rendering map engine.
Brand Identity
Dynamic Design Tokens
A custom design system tailored specifically to matching the aesthetics of this product.
Color Swatches
Brand Primary#F59E0B
Brand Secondary#059669
Brand Accent#3B82F6
Typography Specimen
Aa
Outfit
Primary typeface designed for interface structure.
Sample Characters
ABCDEFGHIJKLMNOPQRSTUVWXYZ
abcdefghijklmnopqrstuvwxyz
0123456789
Interface Gallery
App & Web Prototypes
Explore the interactive layout structure, custom widgets, and responsive screen prototypes.
localhost / preview mode
localhost / preview mode
Advanced Capabilities
Product Features & Mechanics
Every feature is engineered to solve a real problem — built for scale, speed, and seamless user experience.
3 Core Features Shipped
Scroll to explore
Sub-Second Advanced Search
01Full-text and filter-based property search powered by optimized indexing.
Interactive Geolocation
02Real-time map listing clusters with distance routing and neighborhood insights.
Agent CRM Dashboard
03Complete analytics dashboard tracking leads, views, and inquiry conversions.
Engineered With
Tech Stack & Tools
The technologies powering this project — selected for speed, reliability, and scale.
5 technologies used
Key Performance Indicators
Results & Realized Impact
01
Search Latency<120ms
02
Lead Generation+65%
03
MLS Import Rate10k/min
04
Platform Traffic800K/mo
4 Measured Outcomes
Thanks to the optimized search infrastructure, our clients can find properties in milliseconds. Lead volume has grown significantly since launch.
Rajesh Krishnan
Chennai Properties Group
Confidentiality Notice
NDA Protected Project
Certain project assets, client data, proprietary workflows, and strategic business information are protected under a Non-Disclosure Agreement. Screens and details shown are approved for public display only.
Protected Scope:
Client business data & internal workflowsProprietary algorithms & system architectureConfidential financial records & contracts
Quick Answers
Frequently Asked Questions
Due to NDA obligations, certain assets, internal workflows, and source code cannot be publicly disclosed. However, we are happy to discuss the technical approach and architecture in a confidential consultation.