rawsun00001/banking-sms-json-parser-v8

Banking SMS JSON Parser V8

Advanced AI model that converts Indian banking SMS messages into structured JSON format.

Features

• —✅ Detects transaction vs non-transaction messages
• —✅ Extracts amount, date, transaction type, last 4 digits
• —✅ Categorizes transactions into 32+ categories
• —✅ Handles unknown merchants with "Other" category
• —✅ Supports UPI, NEFT, RTGS, Card transactions
• —✅ 60,000+ training samples with realistic Indian banking patterns

Usage

Training Data

• —60,000 training samples
• —6,000 validation samples
• —75% transaction, 25% non-transaction messages
• —Realistic Indian banking SMS patterns
• —Major Indian banks: ICICI, HDFC, SBI, Kotak, Axis, BOB, YES, etc.

Performance

Optimized for high accuracy on real-world Indian banking SMS messages with proper category classification and transaction detection.