Name Matching Service

Single Name Matching

User Input

Name (Имя):

Surname (Фамилия):

Bank Card

Card Name:

Card Surname:

Batch CSV Processing

Upload a CSV file with columns: user_name, user_surname, card_name, card_surname

Processing CSV file...

Documentation

How It Works

The Name Matching System uses advanced algorithms to compare names across different scripts and formats. It handles transliteration (Cyrillic ↔ Latin), gender variants (Alexander/Alexandra), name truncations, and fuzzy matching to provide accurate identity verification.

Core Technologies

• Python 3.11 - Primary language
• Flask 3.0.0 - Web framework
• MongoDB 6 - Database
• Docker - Containerization

Name Processing

• fuzzywuzzy - Fuzzy string matching
• python-Levenshtein - Distance calculation
• transliterate - Script conversion
• russiannames - Gender detection

Key Features

• ICAO transliteration standard
• Automatic gender variant detection
• Bank card truncation handling
• < 1ms processing time

Performance: Average processing time < 1ms per comparison | Accuracy: 80% matching threshold with configurable penalties

Name Matching System v1.0