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AI + ML PLATFORM

Case Study: AI Job Matching Platform

A comprehensive machine learning solution designed to transform traditional recruitment processes through intelligent candidate-job matching.

Project Duration

5 Months

Team Size

7 Specialists

Match Accuracy

92% Precision

Project Overview

Client

JuggleHire

Industry

HR Technology / Recruitment

Services Provided

  • ML Model Development
  • NLP for Resume Parsing
  • Candidate Scoring Engine
  • Employer Dashboard
  • API Integration

Technologies

Python FastAPI React PostgreSQL TensorFlow NLP
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The Challenge

Traditional recruitment processes relied heavily on manual resume screening, which was time-consuming, inconsistent, and prone to unconscious bias. Hiring managers spent 40% of their time reviewing applications that didn't match basic requirements, while genuinely qualified candidates were overlooked due to non-standard resume formats or unconventional career paths.

The client needed an intelligent system that could understand the semantic meaning of job requirements and candidate profiles—going beyond simple keyword matching to understand skills transferability, career trajectories, and cultural fit indicators.

The Solution

We developed JuggleHire as a comprehensive AI-powered recruitment platform using Python and TensorFlow for the machine learning core. The NLP engine parses resumes and job descriptions to extract structured skill graphs, enabling semantic matching that understands context rather than just keywords.

The candidate scoring engine weighs multiple factors including skill alignment, experience relevance, career progression, and role-specific predictors of success. The React-based employer dashboard provides ranked candidate lists with explainable AI insights, helping hiring managers make faster, more informed decisions.
JuggleHire Platform

The Results

60%

Faster time-to-hire

92%

Match accuracy

45%

Reduction in screening costs

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Real Results from Real Partners

Don't just take our word for it. Our clients have launched successful products, scaled their businesses, and built software that actually works.

Testimonial from Neil Arora

Neil Arora

Entrepreneur

Testimonial from Kenelm Tonkin

Kenelm Tonkin

CEO, Tonkin Corporation

Lisa Oda

Lisa Oda

Head of Content, Upwork

Nahid and his team helped build our WordPress site under tight deadlines with many moving parts. He was extremely gracious and helpful throughout.

Kenelm Tonkin

Kenelm Tonkin

CEO, Tonkin Corporation

Worked more than 5 years with them on different web development Projects & I must say, I always got 100% of what I wanted. Highly recommended.

Mukit Ur Rahman

Mukit Ur Rahman

Senior Product Manager, Sheba xyz

We had to outsource some of our projects at Sheba Platform Ltd. Nahidul Islam and his teams prompt support and pro-activeness made sure that all the projects were delivered on time

John Francis

John Francis

CEO, Sixfold Digital

Nahid and the teams work goes much deeper than purely executional. They have an acute understanding of the why behind what they are building.

Ready to Modernize Your Recruitment?

Let's discuss how AI-powered matching can transform your hiring process and reduce time-to-hire.

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