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How BornoPath Works

BornoPath combines modern technology with effective learning methodologies to help you master English vocabulary efficiently.

Smart Dictionary

Access 19,000+ curated English words with Bangla translations, synonyms, antonyms, and AI-powered explanations.

AI Explanations

Powered by Puter AI, BornoPath generates detailed, context-aware explanations in Bangla for every word, helping you understand nuances and usage.

Adaptive Learning

Our algorithm prioritizes words you find difficult, ensuring your practice is always focused where it matters most.

The Algorithm

BornoPath identifies "Struggling Words" (accuracy < 65%) and presents them more frequently using weighted selection and spaced repetition logic.

Progress Analytics

Detailed tracking of your learning journey with statistics, accuracy metrics, and visual performance charts.

Cloud Sync

All your progress—including streaks, scores, and per-word accuracy—is synchronized in real-time with Google Firebase Firestore.

PWA Technology

Install BornoPath as a standalone app. Experience seamless transitions and offline support.

Offline Ready

Thanks to Service Workers and local caching, core features remain accessible even without an active internet connection.

Learning Methodology

BornoPath is built on the principle of incremental growth. By practicing a little every day, users build long-term memory. The system tracks every attempt, calculating a unique accuracy score for each word in your vocabulary. Words you master (accuracy > 80%) are gradually phased out, while words you struggle with are brought to the forefront.