1. AI-Powered Virtual Assistant for Students
A voice-enabled assistant designed to help students manage tasks, take notes, get reminders, answer general queries, and integrate with calendars and email. It uses Natural Language Processing (NLP) and speech recognition APIs to interact with users. The assistant can run on desktop or as a web-based chatbot with voice capabilities.
- Key Tech: Python, Flask, NLP (spaCy), pyttsx3, Google Speech API
- Skills Gained: NLP, voice recognition, chatbot logic, REST API integration
2. Secure Online Voting System Using Blockchain
An Ethereum-based decentralized application (DApp) where users can vote securely and anonymously. Votes are validated and stored using smart contracts, preventing vote tampering or duplication. The system allows real-time result viewing and ensures full transparency in the voting process.
- Key Tech: Ethereum, Solidity, Web3.js, React
- Skills Gained: Blockchain fundamentals, DApp development, smart contract deployment
3. Machine Learning-Based Career Recommendation System
This project collects user academic profiles, interests, and skill data to recommend career paths such as Data Science, Web Development, Cybersecurity, etc. Using machine learning models, it predicts suitable options and adapts to user feedback.
- Key Tech: Python, scikit-learn, pandas, Streamlit
- Skills Gained: Machine learning model training, data analysis, recommendation systems
4. AI Resume Analyzer & Builder
An intelligent platform where students upload their resumes to be analyzed for structure, content, and relevance. It scores the resume based on job requirements and suggests improvements using AI. Users can also build resumes from templates.
- Key Tech: Python, Django, spaCy, GPT API, PDF Parser
- Skills Gained: Resume parsing, NLP analysis, document generation
5. Real-Time Stock Market Prediction & Visualization Tool
This tool tracks stock data in real-time and predicts future trends using machine learning algorithms. It includes visual dashboards for users to analyze patterns, set alerts, and simulate investments based on AI predictions.
- Key Tech: Python, Keras, Yahoo Finance API, Plotly Dash
- Skills Gained: Time-series forecasting, data visualization, API integration
6. Mobile Health Tracker App with Cloud Sync
A health and fitness tracker app that logs user inputs like water intake, sleep hours, steps, and calories. Data is synchronized with a cloud backend for backup and multi-device access. Features include progress tracking, goal setting, and notifications.
- Key Tech: Flutter, Firebase, React Native
- Skills Gained: Mobile development, real-time database, cloud syncing
7. E-Learning Platform with Integrated Code Compiler
An interactive online platform offering video lectures, notes, quizzes, and a code editor for hands-on learning. The compiler supports multiple programming languages and provides real-time syntax checking, output viewing, and code testing.
- Key Tech: React, Django, Docker, CodeMirror
- Skills Gained: Full-stack development, compiler integration, LMS creation
8. AI-Based Fake News Detection System
A tool that uses NLP and machine learning to determine whether a news article or headline is real or fake. It analyzes linguistic patterns, keyword frequency, and compares with verified sources. It can be integrated as a browser extension or web app.
- Key Tech: Python, BERT, Streamlit, BeautifulSoup
- Skills Gained: Text classification, web scraping, deep learning with NLP
9. Smart Inventory Management System for Small Businesses
A web-based platform for managing stock, tracking sales, generating invoices, and setting restock alerts. It includes multi-user roles, analytics dashboards, and support for barcode scanning.
- Key Tech: MERN Stack, MySQL/MongoDB
- Skills Gained: CRUD operations, backend integration, role-based access
10. AI-Powered Chatbot for College Help Desk
A chatbot designed to respond to common student queries regarding admissions, courses, deadlines, and campus facilities. It uses predefined intents, supports natural language interactions, and logs unanswered queries for improvement.
- Key Tech: Dialogflow, Firebase, Node.js
- Skills Gained: Chatbot development, intent classification, cloud integration
