Task Submission: Registration Assistant

Student: Supraja Sreshta Gummadi (DAS003088)

Domain: AI & Data Science

Internship ID: 809

Project Overview

Task Title: Registration Assistant

Description: Build an AI-powered registration assistant that helps students with course registration, eligibility checks, and registration guidance.

Domain Summary

🤖 AI Registration Assistant

📌 Internship Task Details

Task ID: AI-SS-001 Task Name: AI Registration Assistant Domain: Student Support & Internship Management NLP Student Code: DAS003088 Internship: Free Online AI & Data Science Internship

##test link: https://ai-registration-assistant.onrender.com/

🔗 Task Link

Task Platform: https://www.freeinternships.in/

The AI Registration Assistant is an intelligent conversational chatbot designed to guide students through the internship registration process.

The system uses Natural Language Processing (NLP), Machine Learning, and conversational AI techniques to understand user queries, identify intents, extract user information, validate input, and complete the registration workflow.

No database is used. Registration information is stored in a JSON file.

✨ Features

• 👋 Greeting and introduction
• 🧠 NLP text preprocessing
• 🤖 Machine Learning-based intent classification
• 🔍 Intent recognition
• 📝 Entity extraction
• 📧 Email validation
• 💬 Dialog management
• 📋 User information collection
• ✅ Registration confirmation
• 💾 JSON-based data storage
• 🌐 Flask web interface

🛠️ Technologies Used

• Python
• NLTK
• Scikit-learn
• Flask
• HTML
• CSS
• JavaScript
• JSON

How I Completed This Task

I completed this task by following the project requirements and implementing the necessary features.

🧠 NLP and Machine Learning Workflow

User Input ↓ Text Preprocessing ↓ Tokenization and Lemmatization ↓ TF-IDF Feature Extraction ↓ Intent Classification ↓ Entity Extraction ↓ Input Validation ↓ Dialog Management ↓ Registration Confirmation ↓ JSON Storage 

📁 Project Structure

AI-Registration-Assistant/ │ ├── app.py ├── chatbot.py ├── train_model.py ├── intents.json ├── registrations.json ├── requirements.txt ├── intent_model.pkl ├── vectorizer.pkl ├── README.md │ ├── templates/ │ └── index.html │ └── static/ └── style.css 

## 🎯 Learning Objectives Completed * NLP Fundamentals ✅ * Conversational AI ✅ * Intent Classification ✅ * Entity Extraction ✅ * Validation Checks ✅ * Dialog Management ✅ * Registration Workflow ✅ * JSON Data Storage ✅ * Web Interface Integration ✅ ## 👩‍💻 Author **Supraja Sreshta Gummadi** **Student Code:** DAS003088 ## 📌 Task Information **Task ID:** AI-SS-001 **Task Name:** AI Registration Assistant 

Outcome

##test link: https://ai-registration-assistant.onrender.com/

The task was completed successfully with all requirements met.