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Information Technology
11th & 12th
Science
December 2023 - July 2024
2nd May 2024
Aug 2023 - Sept 2023
Jun 2022 - May 2024
• NLP • PorterStemmer • Streamlit
CineMatch is an innovative movie recommendation system designed to enhance your viewing experience by suggesting movies tailored to your preferences. Leveraging advanced Natural Language Processing (NLP) techniques, CineMatch analyzes movie plots, genres, keywords, and cast details to provide personalized recommendations.
• React • Mongodb • Express
Developed EmpManage Pro, an Employee Management System using React, Express, and MongoDB with full CRUD functionality and React-Toastify notifications. Deployed on Firebase, Render, and MongoDB Atlas.
• HTML • CSS • Flask • ML
Achieved stellar accuracies in diabetes prediction: Logistic Regression, SVM, and Linear Regression at 100%, with KNN at 75%. Developed a Flask app using Logistic Regression with preprocessing including one-hot encoding and MinMaxScaler.
• React • Axios
Developed CryptoVista, a responsive React application for real-time oxyptocurrency tracking using CoinGecko API. Implemented filtering functionality and integrated responsive design to optimal user experience across devices
• React • Firebase
AuthGuard is a React and Firebase-based authentication system featuring Signup, Login, Home, About, Forgot Password, Change Password, and a Nodemailer-powered Contact Us form. Deployed on Firebase, it ensures secure and seamless user management.
• MNB Classifier • Streamlit
MailGuard is an intelligent spam detection tool that classifies emails as spam or ham using a Multinomial Naive Bayes model. Built with Streamlit, it leverages natural language processing techniques for text cleaning and feature extraction.
+91 7021448700
vineshryapak1234@gmail.com
vinesh-ryapak-73693a227