PLAB Buddy
Smart Study Partner Matching
A sophisticated, specialized platform connecting PLAB exam candidates. Leveraging a smart matching algorithm and real-time communication tools to facilitate highly effective study partnerships.
Quick Match Engine
Instantly swipe or browse through highly compatible profiles curated by the matching algorithm, significantly reducing the time spent searching for a study partner.
Proprietary Weighting System
At the core of PLAB Buddy is an algorithm that evaluates candidate criteria to accurately map productive study partnerships based on multiple weighted dimensions.
Exam Date Proximity
Prioritizes users taking the exam around the same time (30% weight).
Practice Categories
Matches users focusing on similar clinical scenarios or syllabus areas (25% weight).
Availability Overlap
Calculates overlapping free time across different schedules automatically (20% weight).
Candidate Level
Aligns users of similar preparation stages or complementary experience levels (15% weight).
Timezone Compatibility
Ensures geographical and chronological alignment for smooth collaboration (10% weight).
Real-Time Connectivity
Instant Chat & Status
Low-latency messaging powered by Supabase with read receipts and active status indicators.
Match-Gated Anti-Spam
Restricts open communication strictly to users who have mutually agreed to connect.
24-Hour Broadcasts
Users can broadcast immediate study needs (e.g., "Need to practice cardiovascular tomorrow") that automatically expire after 24 hours.
Comprehensive Profiles & Safety
A visual scheduling tool allowing users to map out exact study hours, complete with automatic global timezone detection and strict privacy isolation.
Advanced Privacy Controls
Dedicated subsystem shielding personal numbers. Granular control over contact details alongside PostgreSQL RLS policy enforcement limiting data access exclusively to authorized viewers.
Robust Moderation
Built-in blocking and reporting tools to ensure a safe, professional, and disruption-free environment for medical candidates.
Optimized Backend Logic
Materialized views, advanced indexing strategies (yielding queries under 50ms), and automated cleanup routines optimizing storage continuously.
Performance Architecture
Empowering Medical Aspirants
Find the perfect study partner, collaborate actively, and conquer the PLAB examination. Built natively with React Native and Expo for a flawless cross-platform mobile experience.
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