KMRL VIDEO PRESENTATION - INTELLECTS (SIH PS NO. - 25080)

Описание: KMRL Chakra is an AI-powered knowledge management platform meticulously designed to address the critical challenge of "document overload" at Kochi Metro Rail Limited (KMRL). The system transforms a vast and disorganized collection of documents into a single, intelligent, and secure source of truth, providing employees with instant, role-specific answers in both English and Malayalam.
The platform features a unified and automated document ingestion system that processes files from diverse sources—including emails, SharePoint, and scanned documents—using advanced OCR, translation, and computer vision algorithms for image enhancement. For low-quality images, a sophisticated pipeline of computer vision techniques, including noise reduction, skew correction, and contrast enhancement, is employed to improve image quality prior to text extraction. The system also utilizes computer vision and LLMs to extract non-textual information from images, making visual data fully searchable.
Key features include a centralized Document Library with advanced filtering, a real-time Notifications Bar for critical updates, an Analytics Dashboard for monitoring system usage and performance, and comprehensive User and Role Management for secure, role-based access control. To ensure the highest level of security and performance, the platform incorporates Quantum-Secure Access (QKD) and Quantum Machine Learning for optimized search. By automating routine tasks such as document ingestion and content processing, and providing instant and secure access to information, KMRL Chakra significantly reduces information retrieval time, enhances operational efficiency, and improves decision-making across the entire organization.