International Journal of Multidisciplinary Allied Research Review and Practices (IJMARRP)

Students today have to navigate numerous websites and platforms that manage their resumes, internships, jobs, skill assessments, and professional profiles. Because each activity is handled by a separate website or application, it is very hard for students to update their information across all systems and follow their applications in one place. Rec...

The transition from conventional public-key cryp-tography to post-quantum cryptography (PQC) is becoming an important requirement for organizations operating large and long-lived software systems. Enterprise cryptographic mech-anisms are distributed across source code, libraries, APIs, certificates, keys, TLS/SSL configurations, and infrastructure,...

Modern DevOps pipelines rely on a chain of specialised tools for version control, containerisation, deployment, monitoring, documentation and database administration. Each tool automates its own task, yet engineers still move between interfaces, remember tool-specific commands and stitch the workflow together by hand, which raises the risk of confi...

Ambient air pollution remains a major environmental health concern in India, and the Central Pollution Control Board (CPCB) National Air Quality Index (AQI) is the primary instrument used to communicate multi-pollutant exposure risk to the public. Because ground-based monitoring stations are spatially sparse, large parts of the country lack a local...

Student payments, receipts, bank activity, expenditures, scholarships and accounting records must be collected and verified throughout the academic year in an educational institution. A survey of school and college practices conducted for this project revealed that there were repetitive manual checks, verification and comparisons between payment co...

A Smart Patient Digital Twin is a copy of a patient that mixes patient data, disease details, treatment records, clinical measurements and health outcomes over time. This project proposes a Smart Patient Digital Twin framework to compare treatment options using patient-specific information. The Smart Patient Digital Twin system focuses on supportin...

A Smart Patient Digital Twin is a copy of a patient that mixes patient data, disease details, treatment records, clinical measurements and health outcomes over time. This project proposes a Smart Patient Digital Twin framework to compare treatment options using patient-specific information. The Smart Patient Digital Twin system focuses on supportin...

In modern age, increasing pollution levels in every sphere of life is the key challenge in sustainable development of our environment. Increasing demands and lavish life style of people causes environmental deterioration. Our agricultural system is also affected by pollution. Modern agricultural practices such as use of synthetic fertilizers, pesti...

Creating well-balanced question papers, difficulty control, marking and analysing students' performance are mostly manual and non-integrated in most institutions. Previous work has focused on each of these components of this workflow, with the automatic question generation or performance prediction components being studied separately; few studies h...

In the last 20 years, private unaided professional education has grown a lot in Maharashtra, especially in the field of Engineering. The Government of Maharashtra has set up the Fee Regulating Authority (FRA) as per the Maharashtra Unaided Private Professional Educational Institutions (Regulation of Admissions and Fees) Act, 2015, to curb the rampa...

This document presents the design, math, code and test results for an Agentic Enterprise Knowledge and Decision Intelligence Platform that uses Advanced Retrieval-Augmented Generation or RAG. Modern company knowledge systems are broken up into different data stores. They hold piles of unstructured files such as contracts, standard operating procedu...

Abstract—Tax planning is a complex and time-consuming activity for individuals and small businesses because taxpayers need to consider income, deductions, investments, eligibility conditions, financial objectives, and frequently changing tax regulations. Existing approaches generally focus on tax calculation or provide generic financial inf...