Property Horizon — AI real estate platform
Overview
AI-powered real estate for the Pakistani market.
My final year project: a mobile and web platform for property.
Problem
Existing systems were rigid, outdated, and missing AI.
They lacked the features buyers and sellers now expect.
Solution
We built it. We showed it. We placed 2nd.
Presented at the COMSATS University final year expo.
FYP Expo — Software Engineering Department
Ranked 2nd out of 32 final year projects across the Software Engineering department at COMSATS University.
Project Walkthrough
Watch the overview.
A walkthrough of what Property Horizon is, the problem it solves, and how the platform works — from AI search to premium listings to admin oversight.
What We Built
8 core features. AI, payments, chat, and full management.
AI Future Price Prediction
Machine learning model that predicts future property prices based on location trends, historical data, and market signals.
Current Market Estimation
Real-time valuation engine that gives buyers and sellers an instant data-driven estimate of a property's current market value.
AI-Powered NLP Search
Natural language search — users describe what they want in plain text and the system intelligently surfaces matching listings.
Premium Listings & Stripe
Property owners can pay to feature their listing at the top of results. Full Stripe integration handles billing and subscription management.
Chat & Notifications
In-platform messaging between buyers, sellers, and agents — with real-time notifications for enquiries, offers, and status changes.
Admin Management
Complete admin panel covering platform-wide oversight: listing approvals, user controls, abuse reporting, and analytics dashboards.
User Management
Full user lifecycle — registration, profile management, verification, roles (buyer / seller / agent), and account controls.
Listings, Insights & Comparison
Rich property listings with detailed insights and a side-by-side comparison tool that helps buyers evaluate multiple properties at once.
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