Your Best Candidate AI

How Logix Built Solutions Limited Developed a Secure and Scalable Platform To Organizations, Identify and Hire Suitable Candidates.

  • Industry

    AI

  • Platform

    Web App

  • Region

    UK, Global

  • Timeline

    7 Months

Client Overview

The client operates in the human resources and recruitment sector with a focus on transforming how organizations identify and hire the right talent. Their goal was to build an AI-powered recruitment platform that streamlines the hiring process and improves overall efficiency in candidate selection. By using intelligent automation, the platform helps reduce the dependency on manual resume screening and accelerates candidate shortlisting. It is designed to support HR departments and recruitment agencies in quickly connecting with highly relevant and qualified professionals. The solution enhances decision-making through data-driven insights, ensuring better candidate-job matching while saving time, effort, and operational costs in the recruitment workflow.

Challenges Faced

  • Manual Resume Screening: Traditional recruitment workflows were highly time-consuming and inefficient, requiring HR teams to manually review and filter large volumes of resumes, which significantly slowed down the hiring process.

  • Candidate-Job Mismatch: Organizations often faced difficulties in accurately matching candidate skills, experience, and qualifications with the right job roles, leading to poor hiring decisions and increased attrition.

  • Data Overload: HR departments were overwhelmed by the continuous influx of applications, making it challenging to effectively organize, analyze, and shortlist relevant candidates in a timely manner.

  • Bias in Hiring: Manual evaluation processes introduced unconscious human bias, which affected fairness in candidate selection and resulted in less optimal recruitment outcomes.

  • Slow Time-to-Hire: Inefficient and lengthy recruitment cycles delayed hiring decisions, ultimately impacting business operations, productivity, and the ability to quickly fill critical roles.

How Logix Built Addressed the Challenges

  • AI-Powered Matching Engine: Developed intelligent matching algorithms using ChromaDB to enable semantic search and accurately align candidate profiles with job requirements based on skills, experience, and relevance.

  • Multi-Format Data Processing: Built a strong data handling system capable of processing resumes and data bits in multiple formats, including PDF, CSV, and JSON, ensuring seamless data ingestion from different sources.

  • Real-Time Chat Interface: Implemented a WebSocket-based communication system that allows instant interaction between users and the platform for faster candidate queries and responses.

  • Automated Resume Parsing: Created an advanced parsing engine to extract, structure, and analyze resume content efficiently, reducing manual effort and improving data accuracy.

  • Scalable Architecture: Designed a multi-user, scalable system using MongoDB for reliable data storage, session management, and smooth performance under high recruitment workloads.

Core Features Implemented

AI Candidate Matching

Matches candidates to jobs using smart algorithms

Semantic Search Engine

Finds relevant profiles using ChromaDB.

Resume Parsing System

Extracts data from resumes automatically.

Multi-Format Support

Handles PDF, CSV, and JSON files.

Real-Time Chat

Enables instant communication via WebSockets.

Scalable Backend

Supports multiple users with MongoDB storage.

How the Platform Works

  • 1

    Add Job Requirements

    Users submit job roles and skill criteria.

  • 2

    AI Candidate Search

    Platform scans database for best matches.

  • 3

    Smart Shortlisting

    Automatically selects top 10 candidates.

How the Platform Works
  • 4

    Preview Profiles

    Users view limited candidate insights.

  • 5

    Unlock Details

    Pay to access full candidate information.

  • 6

    Schedule Meetings

    Connect and book interviews instantly.

Core Tech Implemented

  • Frontend

    Frontend

    Angular-JS

  • Backend

    Backend

    Java / Node-js

  • Database

    Database

    PostgreSQL

  • Authentication

    Authentication

    Role-Based Access Control

  • Infrastructure

    Infrastructure

    Cloud-based hosting

Intelligent Matching

  • null

    Intelligent Matching

    AI improves accuracy in matching candidates with job roles.

  • Predictive Screening:

    Predictive Screening:

    System predicts candidate suitability based on historical data.

  • Automated Insights

    Automated Insights

    Generates skill and experience insights from resumes instantly.

  • Continuous Learning:

    Continuous Learning:

    AI model improves performance with every new hiring cycle.

Why Choose Logix Built
for AI Platforms?

  • End-to-End AI development expertise
  • Scalable and high-performance systems
  • Advanced machine learning integration
  • Fast and efficient deployment cycles
  • Custom AI solutions for business
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