Volume 13 | Issue 6 |

 Abstract

This project proposes a smart Vehicle-to-Vehicle (V2V) and Vehicle-to-Infrastructure (V2I) communication system to support emergency vehicles like ambulances and fire trucks in navigating congested urban traffic. Using Node-MCU as the central controller, along with GPS, infrared, and ultrasonic sensors, the system enables real-time location tracking and obstacle detection. Through Wi-Fi-based communication, the framework sends alerts to nearby vehicles to yield and interacts with traffic signals to create a clear path for emergency responders. Focused on real-time communication rather than automation, the solution is practical, low-cost, and enhances emergency response efficiency while reducing overall traffic disruption.

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 Keywords

Vehicle-to-Vehicle Communication, Vehicle-to-Infrastructure Communication, Emergency Vehicle Assistance, Smart Traffic Management, Real-time Alert System.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The digitization of educational systems has become critical in today's technology-driven world. This paper presents the architecture, design, and development of an AI-powered School ERP (Enterprise Resource Planning) system--a unified platform aimed at enhancing operational efficiency, decision-making, and user engagement in educational institutions [1]. The system integrates a centralized web-based admin panel, mobile applications for parents and students, and bus-attendee modules, supported by AI-powered tools like ChatGPT-based assistants [2] and video analytics for student attendance [6]. This comprehensive solution ensures better communication, transparency, and intelligent automation, making it suitable for schools seeking modernization and smart administration.

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 Keywords

School ERP, Artificial Intelligence, EdTech, School Management System, ChatGPT Assistant, Education Technology, Video Analytics, Web & Mobile Apps.

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 Abstract

Student career prediction play an important role in assessing employability trends and enhancing career guidance in schools. This study applies advanced machine learning techniques like Logistic Regression, D T, R.F, SVM, and Neural Networks to predict student placement results from academic records, technical competencies, soft competencies, internships, and extracurricular activities. The system improves accuracy using data-driven information rather than traditional, human-centered evaluation methods. By automating the process, it minimizes human intervention, eliminates mistakes, and gives fair and impartial appraisals, providing equal opportunities for all students. The models are validated with accuracy, precision, recall, and F1-score to determine the best approach, with Decision Tree model achieving a staggering 91.25% accuracy, 89.19% precision, 89.73% recall, and 89.46% F1-score. It also helps students in identifying areas that require improvement on their part so that they may improve their technical as well as soft skills and prepare themselves for the job. Its scalability and flexibility allow it to be easily applied in various institutions, courses, and departments. It closes the gap between academia and industry, and thus maximizes placement plans for students, reduces unemployment, and allows institutions to tailor training courses to enhance the employability of students.

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 Keywords

Student Placement Prediction, M.L, Classification Models, Decision Tree, R.F, Naive Bayes, Employment Prediction, Data-Driven Approach, Career Development.

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 Abstract

Organizational culture plays a crucial role in shaping employee behavior, business strategy, and overall corporate success. This study explores the organizational culture of Tata Motors Pvt. Ltd., one of India's leading automobile manufacturers, focusing on its core values, leadership approach, employee engagement, and HR strategies. The research examines how Tata Motors fosters a culture of innovation, collaboration, and sustainability, aligning its workforce with corporate goals. The study utilizes a qualitative and quantitative research methodology, incorporating employee surveys, interviews, and secondary data from company reports and industry case studies. The findings highlight Tata Motors' commitment to employee well-being, diversity, and ethical leadership, contributing to high job satisfaction and organizational performance. Additionally, challenges such as adapting to rapid technological changes and maintaining work-life balance are analyzed, along with recommendations for enhancing organizational culture. By understanding Tata Motors' cultural framework, this research aims to provide insights into how strong organizational values can drive employee motivation, operational efficiency, and business success in the competitive automotive industry.

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Thesis

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In the recent past, media has been gripped by innovative crimes committed under the guise of occult practices. In the name of prosperity, abundance, health and longevity, crimes are being committed under the garb of black magic, witchcraft and occult practices. Most crimes involve financial frauds, property embezzlement, animal sacrifices and the like. However, in the recent times there is an escalation of crimes that are committed in terms of mystic practices. Ritualistic murder, also known as human sacrifice, represents a disturbing intersection of violence, spiritual belief, and cultural practice. Although India has made substantial progress in law enforcement and human rights, cases of ritualistic killings continue to emerge from various states, revealing persistent undercurrents of superstition and occult influence. This study presents a conceptual framework for understanding ritualistic murder in India, grounded in an analysis of ten documented cases from 2015 to 2025.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Occult crimes, ritualistic murder, human sacrifice

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Gharana system, a lineage-based pedagogical structure in Hindustani classical music, has been key in impacting the evolution of vocal styles through this balance of legacy and progress. This research investigates the process by which the dominant Gharanas - the Gwalior, Agra, Kirana, Patiala and Jaipur-Atrauli styles - have developed distinctly individual techniques for raga elaboration, tal (rhythmic) complexity and vocalisation, within the creative integration of philosophical and aesthetic principles. Through a historical analysis of court patronage structures, educational legacies, and cultural exchanges, the article demonstrates how each Gharana cultivated unique identities: the Gwalior Gharana established foundational principles of tonal purity and systematic raga development. The Agra Gharana introduced Dhrupad-derived rhythmic complexities into Khayal vocalism. The Kirana Gharana enhanced microtonal precision and meditative alap techniques. The Patiala Gharana integrated Punjabi folk elements with classical backdrops. The Jaipur-Atrauli Gharana emphasized elaborate, rare ragas. This study illustrates the ways in which these schools made modernity especially through 20th century developments, such as Ustad Amir Khan's creation of the Indore Gharana, which balanced multiple traditions while maintaining the swara-shuddha (note purity). Through an examination of present day pedagogy changes for media forms and worldwide audiences, the research contends that the Gharana system persists predominantly because of its equal focus tradition, structure and discipline on discipline-creative balance, ancient form ensuring the continued legacy of Hindustani vocal music, simultaneously nurturing an environment for its flourishing in a post-globalized new world.

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 Keywords

Gharana, Hindustani classical music, Guru-shishya parampara, Khayal, Dhrupad, Raga, Bandish, Gayaki, Improvisation, Stylistic evolution, Musical heritage, Indian music.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study presents an innovative automated system for cleaning solar panels, aiming to improve energy efficiency and simplify maintenance. Solar panels often accumulate dust, dirt, and bird droppings due to their upward tilt, which reduces their ability to absorb sunlight and lowers power output. Traditional cleaning methods are often manual and inefficient. By integrating smart technology, the proposed system ensures regular and effective cleaning without human intervention. This not only boosts energy generation but also extends the operational lifespan of the panels. The approach represents a sustainable solution at the intersection of renewable energy and automation, optimizing solar energy system performance.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Automation , Renewable Energy , Smart Technology , Solar Efficiency , Dust Removal.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In industrial systems such as oil and gas pipelines, water distribution networks, and chemical processing plants, continuous and accurate monitoring of pipeline parameters is essential for safety, efficiency, and reliability. This project presents the design and implementation of a Pipeline Monitoring System using Programmable Logic Controller (PLC) and Supervisory Control and Data Acquisition (SCADA) to automate and monitor pipeline operations in real-time.

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 Keywords

PLC, SCADA, Automation, Monitoring,

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Integrated Rice-Fish Farming (IRFF) represents a sustainable and ecologically harmonious agricultural practice that combines rice production with aquaculture, maximizing the use of land and water resources while improving overall productivity. This traditional yet forward-thinking technique is commonly utilized in various Asian nations, such as India, China, Bangladesh, and Nepal, owing to its numerous economic and environmental advantages. This research examines the various models of IRFF, including both concurrent and rotational systems, assessing their appropriateness for different Agro-climatic contexts. The findings indicate that IRFF greatly enhances rice production by improving soil fertility through the incorporation of fish waste, decreasing pest populations by introducing natural predators, and optimizing water utilization through enhanced retention and reduced evaporation. Furthermore, the inclusion of fish farming offers farmers an additional income stream, thereby bolstering economic resilience and food security. This system also fosters ecological sustainability by diminishing the reliance on chemical fertilizers and pesticides, encouraging biodiversity, and reducing greenhouse gas emissions in comparison to traditional monocropping. Nonetheless, the implementation of IRFF encounters several obstacles, including significant initial costs, a lack of technical expertise, and the complexities associated with water and species management. To effectively promote this practice, policy interventions, training programs for farmers, and improved market access are essential. The research features case studies from India, Nepal, and China that showcase successful instances of IRFF and their influence on farm productivity, environmental preservation, and rural livelihoods. In summary, this study highlights the promise of IRFF as a climate-resilient and economically feasible strategy for sustainable agriculture. It advocates for increased institutional support, research efforts, and farmer education initiatives to encourage broader adoption and guarantee long-term agricultural sustainability in regions that cultivate rice.

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Integrated Rice-Fish Farming

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Marwadi Baniya community, historically known for their entrepreneurial heroism and mercantile traditions.They have traditionally prioritised commerce and trade over formal education.However,the changing socio-economic landscape of India has promoted a growing aspirations for higher education among the Marwari Baniyas.This paper explores the aspirations for higher education among the Marwari Youth and various challenges faced by them in this domain.It also examines the contradictory relationship between traditional business oriented family expections and the willingness of pursuing academic excellence.This paper also examines the historical context, current educational aspirations and unique struggles faced by the Marwari Baniyas in accessing higher Drawing on academic studies, institutional reports and socio-cultural analysis,this reserch paper highlights both the barriers and the gradual transformations in the Marwari Baniya community.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Marwadi Baniya,Higher Education, Challenges, Aspirations, Struggles, Business

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Creative Commons Attribution 4.0 and The Open Definition