Nerc23/PLP-Nigeria-Hackathon

Al-powered selection platform that analyzes applicant data and recommends top candidates for LSETF/PLP programs # PLP Nigeria Hackathon: AI-Driven Applicant Selection Tool ## 🎯 Project Overview An AI-powered platform that analyzes applicant data and recommends top candidates for LSETF/PLP programs. This solution is designed to integrate seamlessly with LSETF's upcoming LMS upskilling platform and provides a scalable solution for efficient candidate selection. **Live Demo:** mgx-plp-nigeria-hackathon.m… ## 🚀 Hackathon Details - **Event:** Nigeria PLP Hackathon - **Powered by:** LSETF, Jobred, and Opolo - **Start Date:** August 27, 2025 - **Target Audience:** LSETF/PLP current learners and recent alumni ## 🎯 Problem Statement This project addresses critical challenges in Nigeria's platform economy: - **Lack of Transparency and Fairness in Algorithmic Job Matching** - **Safety and Security Concerns for Women in Platform Work** ## ✨ Core Features ### 🔍 Data Analysis - Process resumes, cover letters, assessments, and other applicant data - Extract and analyze key candidate information - Handle multiple data formats and sources ### 📊 Candidate Ranking - Use predefined criteria (skills, experience, education) to evaluate candidates - Apply machine learning algorithms for fair and accurate assessment - Generate confidence scores for each candidate ### 💡 Smart Recommendations - Generate ranked lists of top candidates for further evaluation - Provide detailed insights on candidate strengths - Support decision-making with data-driven recommendations ### 🔗 Integration Ready - Designed for smooth integration with LSETF's future LMS - Scalable architecture to handle growing program needs - API-first approach for seamless connectivity ## 🏗️ Technical Architecture ### Frontend - Modern web interface with intuitive UX/UI design - Responsive design for accessibility across devices - Real-time processing feedback and results display ### Backend - AI/ML processing engine for candidate evaluation - RESTful A …