Volume 13 | Issue 7 |

 Abstract

'Viksit Bharat' means 'Developed India'. Viksit Bharat 2047 is a visionary initiative by the Government of India aimed at transforming the nation into a fully developed country by the year 2047, which marks the 100th year of India's independence. This initiative focuses on achieving holistic development across all sectors by empowering citizens, enhancing their capabilities, and fostering inclusive growth. Through strategic planning, innovation, and active public participation, the government envisions building a strong, self-reliant, and globally competitive India. "Viksit Bharat 2047" envisions a progressive and developed India, and libraries play a crucial role in realizing this vision by serving as centres for knowledge dissemination, digital literacy, and community empowerment. Libraries are instrumental in fostering a knowledge-driven society, promoting education, and preserving cultural heritage all of which are fundamental to achieving India's developmental goals.

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 Keywords

Viksit Bharat, Empowering citizens, Promoting Education, Innovative, Library Services etc.

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Creative Commons Attribution 4.0 and The Open Definition

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Accurate calorie intake estimation is essential for maintaining a balanced diet and achieving health goals. This study proposes a machine learning-based system for predicting calorie intake using user-provided dish details, including ingredients, portion sizes, and cooking methods. The model leverages nutritional databases and machine learning algorithms such as Random Forest and XGBoost to estimate calorie content. Additionally, a personalized recommendation system suggests optimal portion sizes based on user-specific dietary needs. This approach eliminates reliance on traditional calorie tracking methods, offering an efficient and user-friendly solution for health-conscious individuals. Conventional techniques, such as manual calorie counting and self-reported food diaries, are frequently laborious, prone to mistakes, and unsuitable for large-scale use. Research has shifted toward automated, data-driven methods as a result of these constraints. By utilizing a variety of data sources, such as food photos, nutritional databases, wearable sensor outputs, and user-specific health measurements, machine learning (ML) presents intriguing answers to these problems. Hybrid models that combine deep learning (e.g., CNNs for image-based food recognition) with time-series or behavioral data models (e.g., LSTM or ensemble methods) have demonstrated improved accuracy and adaptability in order to overcome these challenges. Real-time prediction skills are further strengthened through integration with wearable technology and smartphone apps. This study examines the existing issues and suggests a thorough machine learning framework for enhancing the precision, customization, and scalability of calorie intake prediction in practical applications. The proposed model demonstrates high accuracy and practical applicability in dietary management.

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 Keywords

AI in Diet Planning, Calorie Prediction, Dietary Management, Food Intake Monitoring, Health and Nutrition, Machine Learning, Nutritional Analysis, Personalized Food Recommendation.

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This research delves into Christopher Marlowe's Doctor Faustus to psychologically examine the titular character's fatal flaw (hamartia), arguing that it extends beyond mere intellectual arrogance or a simple thirst for forbidden knowledge. While traditional interpretations often pinpoint Faustus's overambition as his downfall. Whereas this study tries to proposes a more nuanced psychological perspective of Faustus, contending that his ultimate destruction stems from a profound inability to repent, a pervasive narcissism and a deep-seated fear of mortality. One can analyze that how these intertwined psychological elements manifest throughout the play, taking from his initial rejection of conventional disciplines to his persistent rationalization of his pact and finally to his ultimate despair. By exploring Faustus's internal monologues, his interactions with his conjurer friends and Mephistopheles, maliciously spending his twenty four years of pact with Lucifer and his consistent turning away from opportunities for grace, indicates the psychological inabilities of Faustus. This paper wills to illuminate how his psychological constitution actively prevents redemption, thereby solidifying his heart and status as a truly Renaissance tragic hero whose undoing is as much a product of his inner turmoil as it is of supernatural forces by emphasizing the internal, psychological dimensions of his famous downfall.

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Faustus's Fatal Flaw: A Psychological Examination of a Renaissance Tragic Hero

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Online shopping is a type of electronic commerce that offers consumers to buy goods and services directly from sellers over internet. Advances in technology is allowing sellers to approach customers faster, easier and cheaper. Digital marketing is used by all businesses as it is efficient and effective and its polarity growing day-by-day. The purpose of this paper is to probe whether the demographic profile of the respondents impacts on the study and the study also attempts to study the benefits of digitalisation and challenges of digitalisation.

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 Keywords

Digital marketing, internet, eco-friendly mobility, trust, competitive advantage, cost, privacy.

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Creative Commons Attribution 4.0 and The Open Definition

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Phishing scams exploit psychological vulnerabilities such as trust, fear, and urgency, making individuals easy targets for cybercriminals. This paper presents a practical implementation of a phishing simulation combined with a detection and prevention system. The project demonstrates how users fall for scams through a realistic phishing attack while also providing a multi-layered defence mechanism. The system tracks IP addresses, blocks suspicious activity, and sends real-time email alerts to administrators. By addressing gaps in existing research, this project highlights the need for practical, real-time scam detection solutions alongside theoretical studies. The proposed solution is a step toward more effective scam prevention strategies.

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 Keywords

Phishing Detection, Cybersecurity, Phishing Simulation, Email Alert System, IP blocking, Flask( Python Framework) , OTP - Based Authentication, Scam Prevention , Credential Logging, Defense System, Suspicious Login Detection

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This study examines the relationship between nutrition, mobile phone usage, and cognitive development in children aged 6-10 years. A sample of 200 children participated in the study, and data was collected through surveys, nutritional assessments, and cognitive function tests. The results show that a balanced diet rich in essential nutrients is positively correlated with cognitive development, while excessive mobile phone usage is negatively correlated. The findings suggest that parents and caregivers should encourage healthy eating habits and limit mobile phone usage to promote healthy cognitive development.

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Nutrition, Cognitive Development, Mobile Phone Usages, Healthy Eating habits, Balanced Diet.

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Creative Commons Attribution 4.0 and The Open Definition

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Due to the limited effectiveness of traditional topical antifungal formulations, superficial and cutaneous fungal infections are becoming more common and frequently necessitate long-term therapy. The second-generation triazole antifungal voriconazole has broad-spectrum activity against moulds, yeasts, and dermatophytes, but its subpar skin penetration and low aqueous solubility limit its effectiveness. The current study investigates the creation of a novel transethosome-based hydrogel system for the topical administration of voriconazole in order to get around these restrictions. Voriconazole was encapsulated using transethosomes, which are elastic lipid vesicles made of phospholipids, ethanol, and edge activators (such as surfactants) and were made using the cold process. These vesicles might improve drug penetration through the stratum corneum and showed outstanding deformability. To guarantee localised, prolonged release and enhanced skin adhesion, the refined formulation was integrated into a hydrogel matrix based on carbopol. Particle size distribution, zeta potential, entrapment efficiency, rheological behaviour, pH, spreadability, and drug content were all assessed for the transethosomal hydrogels that were created. Ex vivo skin permeation tests employing rat skin verified considerably improved drug penetration compared to ordinary voriconazole gel, while in vitro release studies demonstrated regulated and extended drug release. Additionally, investigations of the transethosomal hydrogel formulation's antifungal efficacy against Aspergillus niger and Candida albicans showed a quicker commencement Overall, there is strong evidence from this study that voriconazole-loaded transethosomal hydrogels can provide a more effective, non-invasive, and targeted topical delivery platform for treating fungal infections. This will also improve patient compliance and reduce systemic exposure.

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Voriconazole, Trasnsethosomes, nanocarrier, hydrogel, topical antifungal therapy, skin permeation, drug delivery systems, elastic vesicles, cutaneous, fungal infection, controlled relase

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Creative Commons Attribution 4.0 and The Open Definition

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In contemporary cloud computing settings, companies usually find it difficult to strike a compromise between operating expenses and performance requirements, particularly when allocating resources across several cloud service providers. Due to their inability to adjust to real-time workload variations and dynamic pricing models, static resource allocation schemes frequently result in underutilization or overspending. The adaptive, economical multi-cloud resource allocation approach suggested by this study is powered by workload monitoring and clever prediction algorithms. The strategy makes use of real-time decision-making, container orchestration, and SLA-aware scheduling to guarantee the best possible work allocation. In a broker-based framework, supplier offerings are dynamically compared, and resources are shifted according to cost-performance trade-offs. The system incorporates machine learning models for demand forecasting and validates its scalability using simulations based on Python. The approach uses real-time provisioning adjustments through pricing prediction and reinforcement learning for workload assignment. Achieving up to 30% savings in cloud costs while preserving service quality. The paper emphasizes the possibility of intelligent automation in multi-cloud and hybrid infrastructure management. It provides businesses with a scalable way to lower operating expenses while satisfying changing customer needs.

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Creative Commons Attribution 4.0 and The Open Definition

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Cloud orchestration, adaptive scheduling, SLA-aware systems, machine learning, real-time provisioning, multi-cloud computing, cost-effective resource allocation, and workload prediction.

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Creative Commons Attribution 4.0 and The Open Definition

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The interplay between emotional intelligence (EI) and cognitive intelligence (CI) in professional settings has garnered growing scholarly attention. Traditionally, CI--rooted in analytical and logical capabilities--has been a primary indicator of workplace success. In contrast, EI, which encompasses the ability to manage and utilize emotions, is increasingly linked to effective leadership, interpersonal communication, and team collaboration. This study utilizes a secondary research methodology to explore how EI and CI interact and complement each other to influence individual and organizational performance. Drawing upon existing literature, online academic journals, books, and credible websites, this paper synthesizes theoretical frameworks, empirical studies, and industry insights to propose a balanced model for integrating both forms of intelligence in professional environments.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Emotional intelligence (EI), Cognitive Intelligence (CI), Human Behavior, Mental Health, Workplace.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The concept of startup involves a new venture formed by an innovative business product, providing an opportunity for youth to develop themselves as young and premier entrepreneurs with unique business models. Startup businesses are the backbone of the development of the secondary sector of any country. Therefore, governments are focusing on developing startup-friendly policies and incentives. The study aims to investigate the interest and awareness of students in higher education institutions in Gorakhpur district regarding startup opportunities and resources available to them.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Startup, Higher Education, Awareness, Entrepreneurship

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Creative Commons Attribution 4.0 and The Open Definition