HR Tech2023 · 4 Months

Talent Matcher

An AI-driven HR tool that matches candidate resumes with open job requisitions based on deep semantic analysis of skills, ignoring formatting bias.

Talent Matcher
TechnologiesReactPythonSpaCyElasticsearchPostgreSQL

Project Details

A full breakdown of the features and modules delivered as part of this project.

Category

HR Tech

Year

2023

Duration

4 Months

Stack Size

5 Technologies

Key Features

6 Modules
01

NLP-powered semantic resume parsing extracting skills, experience complexity, and project scope.

02

Bias-blind candidate scoring ranking applicants purely on competency, not formatting.

03

Job description analyzer matching required skills to inferred candidate skills automatically.

04

Boolean and natural language search across a fully indexed resume database.

05

Recruiter collaboration workspace with candidate notes, shortlists, and interview scheduling.

06

Diversity analytics dashboard tracking gender, ethnicity, and age distribution of hiring pipeline.

Key Results & Impact

Measurable business outcomes delivered through this project.

01

Decreased time-to-hire from an average of 45 days to just 18 days.

02

Increased diversity hiring by 20% by removing unconscious bias from the screening phase.

03

Processed 5M+ historical resumes in 72 hours down to a searchable index.

04

Recruiter satisfaction score improved to 9.2/10.