Pratham Raj Sinha

StudyZ - AI Learning Pathways

StudyZ is an innovative learning platform designed to enhance your study experience. It provides interactive tools, personalized learning paths, and collaborative features to make studying more effective and engaging.

Key features include:

• Adaptive learning algorithms
• Virtual study rooms for group sessions
• Progress tracking and analytics
• Integration with popular note-taking apps

AI-mail - Intelligent Email Generator

AI-powered email generator that uses artificial intelligence to create professional emails based on your input. Features include:

• Save time on email composition
• Ensure professional tone and structure
• Multilingual support for global communication
• Customizable templates for various email types

Email Spam Detection

Architected and compared various machine learning models for email spam detection. RandomForest achieved an accuracy of 90.07%, identifying spam emails by analyzing common words and enhancing email security against phishing and scams.

Research on Diabetes Prediction

Leveraged Gradient Boost, Neural Networks, Logistic Regression, Support Vector Machine, Linear Discriminant Analysis, and Decision Trees to predict diabetes with the PIMA dataset. Obtained an accuracy of 92%.

Research on Homomorphic Encryption

Dissected Homomorphic Encryption (HE) schemes and their applications. Highlighted how HE enables computations on encrypted data without decryption, enhancing data privacy and security.

Information Security Implementations

Developed multiple information security systems: intelligent cryptography, blind sign authentication using RSA, digital envelope, and vulnerability testing using 64 bit keys. These serve as models for studying cryptography, authentication, secure communication (digital envelopes), and vulnerability testing in information security.