EcoAgro – Smart Agriculture Assistant System
End-to-end smart farming solution using Python, TensorFlow, React.js, and Firebase. Provides plant disease detection through image classification, crop, fruit, and flower recommendations based on soil and weather data, a multilingual chatbot for farming guidance, and an integrated e-commerce store for farmers.
Sentiment Analysis using BERT
Sentiment classification model using BERT and Hugging Face Transformers to classify text into positive, negative, and neutral categories, with NLP preprocessing, model evaluation, and deep learning application.
Fake News Detection System
Machine learning-based fake news classifier using TF-IDF vectorization, Logistic Regression, and Random Forest on labeled news datasets, with comparative performance analysis.
E-Commerce Website
Responsive e-commerce application using React.js and Firebase, supporting user authentication, real-time inventory updates, and secure transaction workflows.
Quiz Game
Interactive quiz game using React.js and Firebase with dynamic questions from an external API, real-time score tracking, and secure user login functionality.