Our Technology

Discover how vSmart Match uses cutting-edge AI and machine learning to revolutionize the hiring process.

Our Process

Step 01
Data Collection & Preprocessing
Collect and structure resumes and job descriptions through our intelligent parsing system.
Step 02
BM25-Based Keyword Matching
Index and retrieve candidates using advanced keyword overlap algorithms for initial matching.
Step 03
Knowledge Graph Expansion
Expand skill requirements using a comprehensive knowledge graph for better matching accuracy.
Step 04
Text to Embeddings
Create dense vector embeddings for texts to enable semantic matching capabilities.
Step 05
Feature Extraction for Ranking
Extract sophisticated features to power our advanced ranking model.
Step 06
Train & Deploy Ranking Model
Deploy our trained ranking model to provide accurate candidate-job matches.