01
Lumos Learning App
Educational App
The Lumos Learning App is designed for CP (Cognitive and Physical) students to make learning the English alphabet fun and interactive. The app combines visual animations, auditory cues, and a responsive drawing canvas to create an engaging experience for children.
- React.js,
- TypeScript,
- Tailwind CSS,
- HTML5,
- Vercel
02
MkM Shopping Platform
E-commerce Frontend
MkM Shopping is a modern e-commerce platform built with React.js, offering a seamless and responsive design. It includes user authentication, shopping cart functionality, and an integration with a headless CMS for easy content management. The platform provides a smooth shopping experience and supports dynamic product display with fast load times.
- React.js,
- Tailwind CSS,
- Javascript
03
Resume Ranking System
Machine Learning
A machine learning-based system that scores and ranks resumes based on their relevance to a job description. It uses NLP techniques and a Random Forest Regressor to streamline the hiring process by computing similarity scores between resumes and job descriptions.
- Python,
- Scikit-Learn,
- Pandas,
- NumPy,
- NLTK,
- SpaCy,
- Random Forest Regressor
04
E-commerce Website
React Application
This is a fully functional eCommerce website built using React. The application allows users to browse products, view details, manage a shopping cart, and apply theme changes. The project utilizes React Router for navigation, Bootstrap for responsive design, and integrates a context API for theme management.
- React.js,
- CSS,
- Javascript
07
AI-Based Fire Detection System
Deep Learning
A Python-based deep learning project that uses a Convolutional Neural Network (CNN) for fire detection in images. It serves as a supplementary tool to traditional fire detection systems by leveraging TensorFlow, Keras, and OpenCV for image processing and classification.
- Python,
- TensorFlow,
- Keras,
- OpenCV,
- NumPy,
- Pillow
08
Sign Language Detection Model
Deep Learning
A real-time sign language detection system using YOLOv8 for object detection. The model is trained on a custom dataset from Roboflow and deployed for real-time recognition via a webcam, leveraging OpenCV and Ultralytics YOLO.
- Python,
- YOLOv8,
- Roboflow,
- OpenCV,
- Ultralytics
10
Lane Detection using OpenCV
Computer Vision
A project that detects lane lines in road images using Python and OpenCV. The algorithm processes images through grayscale conversion, Gaussian blur, Canny edge detection, and Hough Transform to identify lane boundaries for autonomous vehicle navigation.
- Python,
- OpenCV,
- NumPy
11
Text-to-Music Generator
Generative AI
A project utilizing Meta's Audiocraft (MusicGen Small Model) to generate music from text descriptions. Features a Streamlit-based UI for inputting prompts, adjusting music duration, and saving audio to Google Drive.
- Python,
- Audiocraft,
- Streamlit,
- Torch,
- Torchaudio,
- FFmpeg
12
Recipe Finder App
Frontend
A responsive React-based application that allows users to search for recipes using the Spoonacular API. Features include adding recipes to a persistent favorites list using localStorage, a tabbed UI for search results and favorites, and smooth state management with React Hooks.
- React.js,
- CSS,
- Spoonacular API
15
Fake News Detection
Natural Language Processing
A machine learning project that classifies news articles as fake or real using NLP techniques. It employs text preprocessing, TF-IDF vectorization, and models like Logistic Regression, SVM, and Decision Tree, achieving up to 94.2% accuracy with Decision Tree.
- Python,
- Scikit-Learn,
- NLTK,
- TF-IDF,
- Pandas,
- Matplotlib
