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🏆 Hackathon Project: Room Matcher AI

Built in 24 hours | National Agentive Hackathon by Innovista

Smarter Student Living

Smarter, Safer, Stress-Free Roommate Matching

Transforming how Pakistani students find compatible roommates through intelligent AI technology


The Housing Crisis

The Problem

Students relocating to new cities face dangerous roommate mismatches and unsafe housing situations that compromise their safety, mental wellbeing, and academic performance.

Who's Affected

  • University students moving to major cities
  • International students seeking local connections
  • First-time renters with limited experience

Poor roommate matching doesn't just affect living comfort—it impacts academic success, mental health, and personal safety in profound ways.


Our AI-Powered Solution

01 Profile Reader Agent

Intelligently extracts and categorizes key lifestyle attributes from unstructured housing advertisements and user profiles

02 Match Scorer Agent

Computes deep compatibility scores using advanced algorithms that consider lifestyle, preferences, and behavioral patterns

03 Red Flag Detector

Proactively identifies potential conflicts and safety concerns before they become problems in shared living situations

04 Wingman Advisor

Provides transparent explanations for matches and suggests practical compromises to bridge compatibility gaps


Multi-Agent Intelligence

Sense
Analyze user profiles and housing preferences

Plan
Strategize optimal matching approaches

Act
Execute compatibility scoring and recommendations

Observe
Monitor results and refine matching accuracy

Our specialized AI agents collaborate seamlessly, delivering transparent and explainable results through sophisticated reasoning across the entire system.

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