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Job Portal AI & ML Full Stack Java

Dream Naukri:
AI-Powered Job
Matching Platform

Transforming recruitment with intelligent AI algorithms that connect 1.2M+ job seekers with their perfect opportunities through automated screening, smart matching, and personalized recommendations.

CompanyIARDO
CompletedFeb 2026
Duration2 Months
Team3 Developers
Dream Naukri
AI Job Portal Platform
1.2M+
Active Users
92%
Match Accuracy
500K+
Placements
60%
Faster Hiring
Open Dream Naukri
Live & Active

Results That Speak

Real impact delivered in just 2 months of development

1.2M+
Active Users on Platform
92%
AI Matching Accuracy Rate
500K+
Successful Job Placements
60%
Reduction in Time-to-Hire
Project Overview

Recruitment
Reimagined with AI

Dream Naukri is an intelligent AI-powered job portal that revolutionizes the recruitment landscape by connecting talented professionals with their ideal career opportunities through advanced machine learning algorithms and automated workflows.

Built on robust Full Stack Java architecture with cutting-edge AI/ML capabilities, the platform serves over 1.2 million active users across various industries. The system leverages NLP for resume parsing, deep learning for intelligent matching, and predictive analytics for personalized job recommendations.

With 500,000+ successful placements and 92% matching accuracy, Dream Naukri significantly reduces time-to-hire while improving candidate-job match quality. Completed in just 2 months by a dedicated 3-developer team at IARDO.

Technology Stack

Built with
Enterprise-Grade Tech

Backend

Java 17 Apache Tomcat Servlets & JSP

Frontend

JSP & Servlets JavaScript ES6+ HTML5 & CSS3 Bootstrap

Database

MySQL Query Optimization Caching
Complete Platform

Complete Platform Features

Everything you need to streamline hiring — from smart search to digital offer management.

01
Advanced Job Search

Powerful search with 25+ filters including skills, location, salary, and experience

02
Smart Resume Builder

Professional templates with AI-powered content suggestions and formatting

03
Real-time Notifications

Instant alerts for matching jobs, status updates, and interview schedules

04
Applicant Tracking System

Complete ATS for managing the full candidate pipeline from application to hire

05
Analytics Dashboard

Comprehensive hiring metrics, funnel analysis, and predictive recruiter insights

06
Video Interviews

Integrated video interview scheduling, recording, and playback capabilities

07
In-app Messaging

Direct communication channel between candidates and recruiters in one place

08
Data Security

Bank-grade encryption, GDPR compliance, and enterprise-level data handling

09
Skill Assessments

Built-in technical tests with automated scoring and candidate ranking

10
Interview Scheduling

Automated calendar integration and intelligent interview slot management

11
Offer Management

Digital offer letters, e-signatures, and complete onboarding workflows

12
Mobile Responsive

Seamless experience across all devices and screen sizes

AI-Powered Solution

Intelligent Systems
Built for Scale

A comprehensive AI-first platform automating every stage of recruitment through intelligent algorithms.

01

AI-Powered Resume Parser

Advanced NLP algorithms automatically extract and structure information from resumes in any format. Uses Named Entity Recognition (NER) to identify skills, experience, education, and certifications with 95% accuracy.

spaCy NLP TensorFlow BERT Models Python
  • Supports 15+ file formats (PDF, DOC, DOCX, TXT)
  • Extracts 50+ data points per resume
  • Multi-language support — English & Hindi
  • 95% parsing accuracy across all formats
  • Processes 1000+ resumes per minute
02

Intelligent Matching Algorithm

Sophisticated deep learning model using semantic understanding beyond keyword matching. Considers 30+ factors including skill compatibility, experience, cultural fit, and career growth potential.

Deep Learning Neural Networks scikit-learn Word2Vec
  • Multi-factor matching with 30+ parameters
  • Semantic understanding of job descriptions
  • Continuous learning from hiring outcomes
  • 92% match accuracy rate achieved
  • Real-time scoring and ranking
03

Personalized Recommendation Engine

ML recommendation system that learns from user behavior and preferences. Analyzes application patterns, job views, and career progression to suggest increasingly relevant opportunities.

Collaborative Filtering Content-Based Hybrid Models Redis Cache
  • Real-time personalized job feeds
  • Career path prediction and suggestions
  • Salary range recommendations based on market data
  • Smart daily job alerts via email/SMS
  • Similar jobs and career alternatives
04

Advanced Analytics Dashboard

Comprehensive analytics and BI platform for recruiters featuring real-time metrics, pipeline visualization, funnel analysis, and predictive insights to optimize recruitment ROI.

Chart.js D3.js Elasticsearch Real-time Data
  • Real-time hiring metrics and KPIs
  • Candidate pipeline and funnel tracking
  • Performance analytics by department
  • Predictive time-to-hire estimates
  • Custom report generation and exports