Livoa LogoLivoa
PROCESSING LAYER (RECOMMENDATION FLOW)
Candidate Input (Form + Resume)
Preprocessing (Text Cleaning + NLP)
Rule-based Filtering (Location, Sector)
Similarity Scoring (TF-IDF / Embeddings)
Trending Analysis (Popular Internships)
Skill Gap Analyzer
Ranking Engine Top 3-5 Internships
UI LAYER
Multilingual Support (Indian Languages)
Responsive Web App (React / Angular)
Card/List UI Notifications
USERS
Recruiter / Company
Admin (Govt Staff)
Candidate (Web/Mobile Access)
INTEGRATION LAYER
PM Internship Portal
Notifications (SMS/Email)
Security Layer (OAuth2, SSL/TLS)
DATA LAYER
Logs & Analytics DB
Task Database
Candidate Database
Internship Database
DEPLOYMENT LAYER
NIC Cloud / Govt Data Center
Docker Containers
Monitoring (Grafana)
Data Privacy Compliance

workflow

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