This document summarizes a research paper that proposes a secure biometric-based voting system using fingerprint recognition. The proposed system aims to address issues with existing electronic voting machines, such as the possibility of false votes or votes being changed. It involves validating voters using fingerprint matching with Aadhaar data, allowing an authenticated voter to cast a vote, and preventing the same voter from voting again through alerts. The system is designed to provide secure, fast voting and ensure the principle of one person, one vote. The document outlines the existing voting system issues, proposed biometric system design and implementation steps, and concludes noting potential security and implementation challenges.