Livoa LogoLivoa
QUICKSITE SYSTEM ARCHITECTURE
PRESENTATION LAYER (Frontend)
Student Dashboard


View Job Recommendations, Apply, Portfolio, Collaborate

Business Owner Dashboard


Post Jobs, Find Students, Budget Planner

Admin Dashboard


User Moderation, Platform Analytics

APPLICATION LAYER (Backend & AI Engine)
Node.js Server (Backend API)


User Authentication

Job Management

CRUD Operations

OpenStreetMap API


Geolocation Services

AI RECOMMENDATION ENGINE
Hybrid Job Talent Scout


(For Students)

Collaborative + Content-Based Filtering

Enhanced Talent Scout


(For Business Owners)

Ensemble Budget Predictor


NLP Matching + Random Forest + Gradient Boosting

DATA LAYER (Persistence)
PostgreSQL Database


User Profiles, Job Listings, Skills & Portfolios, Reviews & Ratings, Application History

API Requests
API Requests
Display Results
Process
AI Recommendations
Return Data
Query Data
Geolocation Services

QuickSite

by ARman

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