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.