CampusMate AI – Presidency University Bengaluru

Verified Official Campus Assistant & University Intelligence Web Portal

Live Deployment: Cloudflare Edge Network (HTTPS)

1. Project Overview & Problem Statement

Presidency University (65+ acre campus in Rajanakunte, Bengaluru) accommodates thousands of students across 8 academic schools. Prospective students, parents, and visitors frequently struggle to find fast, verified information on 2026-27 admissions, KCET/COMEDK cutoffs, fee structures, up to 50% merit scholarships, hostel amenities, commuter bus routes, and exact building/floor physical locations (cafeteria, admissions block, labs, ATMs).

CampusMate AI resolves this by providing a unified web platform with an intelligent, zero-latency natural language assistant, built on a curated knowledge base of 259 verified university records.

2. Confirmed System Architecture & Tech Stack

  • Frontend Framework: React 19 Single Page Application (SPA), Vite 8 build tooling, modern ES modules.
  • Styling & UI Design: Tailwind CSS with custom responsive layout, navy-blue and royal-blue university theme, Lucide icons.
  • AI Retrieval Engine: Client-side TF-IDF-inspired cosine similarity engine with domain synonym expansion, conversational filler filtering, typo tolerance (Levenshtein distance), and location intent weighting.
  • Knowledge Base: Structured in-memory JavaScript dataset containing 259 verified Q&A entries, categorised across 8 academic schools and 12 campus operations.
  • Voice Interaction: Web Speech API integration for direct speech-to-text voice queries.
  • Deployment Platform: Cloudflare Workers & Pages Edge Network with global SSL/HTTPS termination and SPA URL fallback routing.

3. Key Implemented Modules & Confirmed Features

  • Campus Navigation & Locations: Precise floor and block directions for Cafeteria/Food Court, Dr. APJ Abdul Kalam Central Library, Admissions Office (Block A), Hostels, Health Clinic, Bank of Baroda ATM, and Sports Arena.
  • Academic Program Guidance: Multidisciplinary exploration for 80+ programs across School of Engineering (B.Tech CSE, AI/ML, Mechatronics, Robotics), School of Management (MBA/BBA), School of Law (5-Year Integrated BCI-approved BA/BBA/B.Com LL.B), Design (B.Des), Computer Applications (BCA/MCA), and Allied Health Sciences.
  • Admissions & Fee Intelligence: Clear 5-step admission roadmap, KCET/COMEDK criteria, fee structures, and Presidential Scholarship tiers (up to 50% waiver for 90%+ scores).
  • Living & Transit Guides: Biometric hostels (AC/non-AC rooms, 4-meal daily mess) and 50+ commuter bus routes covering Greater Bengaluru.
  • Career & Placements: ₹13.58 LPA highest package, 97% placement record, and 550+ visiting recruiters.