Volume 13 | Issue 6 |

 Abstract

Artificial Intelligence (AI) is increasingly becoming a key driver of innovation in the pharmaceutical industry, transforming various stages of drug development and healthcare delivery. By machine learning, natural language processing, and data analytics, AI accelerates drug discovery by identifying promising drug candidates, predicting their molecular interactions, and optimizing lead compounds. It also enhances the efficiency of clinical trials by streamlining patient recruitment, optimizing trial design, and predicting patient outcomes. AI-powered tools enable real-time monitoring of drug safety and efficacy, allowing for faster decision-making during the development process. Moreover, AI facilitates the advancement of personalized medicine by analyzing large-scale genomic and patient data to create individualized treatment plans. Despite the promising potential, challenges such as data integration, regulatory compliance, and ethical considerations remain. As AI technology continues to evolve, it holds the promise of significantly improving the speed, cost-efficiency, and precision of pharmaceutical research and development. AlphaFold's ability to predict protein structures with near-experimental accuracy using only amino acid sequences as input has significantly accelerated research in structural biology, drug discovery, and enzyme engineering. The AlphaFold Protein Structure Database has made predicted structures of millions of proteins accessible, bridging the gap between sequence and structure.

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 Keywords

AI, R&D, Drug discovery, Tools & Platform (Biotech), Health care sector, How AI works, Alphafold

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Creative Commons Attribution 4.0 and The Open Definition

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This paper provides a qualitative and descriptive analysis of the historical evolution of Regional Rural Banks (RRBs) in India, examining the inherent conflict between their foundational mandate of social viability and the subsequent necessity for financial profitability. Employing secondary data from the authoritative sources like NABARD, RBI, and scholarly literature, the study traces the transformation of RRBs through distinct historical phases. The analysis reveals that during the "inception and expansion" phase (1975-1990), RRBs successfully fulfilled their social objective by promoting financial inclusion into unbanked rural areas. Although, this focus led to widespread instability in the financial performance and sustainability of RRBs. In response, a series of structural reforms were implemented to ensure survival. These reforms have encouraged the commercialization, diversification, and expansion of RRBs into more lucrative markets and transformed the systemic losses into significant profits. However, the study concludes that this shift towards profitability has fundamentally altered the operational character of RRBs, causing them to deviate from their original philosophy of social banking.

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 Keywords

Regional Rural Banks (RRBs), Profitability, social viability, Rural Banking, Financial Inclusion.

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Creative Commons Attribution 4.0 and The Open Definition

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The research on gift buying and craft buying behavior in Coimbatore City seeks to identify the major determinants of purchase behavior in the niche market. Due to increased interest in customized and creative products, the research looks into consumer taste, purchasing motives, price sensitivity, and demographics like age, income, and occupation. Information gathered using guided questionnaires indicates that aspects such as rarity, beauty, cultural significance, and emotional connection dominate the driving of purchases. Events like festivals, birthdays, and social gatherings considerably increase demand, whereas younger consumers increasingly prefer internet shopping platforms. The research generates information that can inform local artists, retailers, and marketers to customize their products and approaches to suit consumer demands and improve competitiveness in the crafts and gifts industry.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Buying behaviour, Customer satisfaction, Price, Gifts and craft

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Hridya Roga, Amalaki, Rasa-vaha Srotas, CVD, Cardioprotective, Antioxidant, Oxidative stress

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Creative Commons Attribution 4.0 and The Open Definition

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It is crucial to grow after trauma which either breaks or makes. People attempt to adapt it as a phase of refining their personality. This article focus on the leading character who confront traumatic event in his life and how it moulds him to be better than before. Though the process of curing is challenging which is pivotal to keep moving in life. The present study builds up on Tedeschi and Calhoun's concept of post traumatic growth. It aligns with resilience and coping which is one of the core principles of his post traumatic growth. The title of the novel Better man is self-explanatory that reflects the growth of the protagonist after disruption of traumatic event in his life. The novel traces the healing and maturation of an individual, journey of getting away from the psychic stagnant. The present study deals with the positive impacts of traumatic event, how the event transform the personality and perception of the people in a productive way. It also illustrate the relevance of caruth's theory which posits the destructive and constructive power of trauma in an individual. It explores the internal landscape of the mind from stagnant to flow. The process of transforming into better version in terms of bounds back to regular life.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Trauma, Cathy caruth, Post traumatic Growth, Tedeschi and Calhoun, Transition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This project presents a complete control scheme intended for synchronous compensators operating under these abnormal network conditions. In particular, this control scheme introduces two contributions: a novel reactive current reference generator and a new voltage support control loop. The current reference generator has as a main feature the capacity to supply the required reactive current even when the voltage drops in amplitude during the voltage sag. Thus, a safe system operation is easily guaranteed by fixing the limit required current to the maximum rated current. The voltage control loop is able to implement several control strategies by setting two voltage set points. The two theoretical contributions of this paper have been validated by experimental results. Certainly, the topic of voltage support is open for further research, and the control scheme proposed in this paper can be viewed as an interesting configuration to devise other control strategies in future works.

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Creative Commons Attribution 4.0 and The Open Definition

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Voltage,Network, kalman filters,AC Bus,DC Bus, static synchronous compensator

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Creative Commons Attribution 4.0 and The Open Definition

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After adoption of Constitution, first General Election was conducted in 1951-52. It was a great chance to elect our representatives for first time. Undoubtedly, it is very expensive to conduct election in our country. After tracking the election expenditure, the General Election of 2024 is on track to break the past records and it has become the most expensive electoral event in the world. According to a poll expert, the estimated expenditure is expected to reach a staggering Rs. 1.35 Lakh Crore. It is more than double the Rs 60,000 Crore spent in 2019. Hence, the usefulness of election expenditure must be proven. Hence, It is required to make our elected representatives more accountable, so that they could live up to public expectations. Keeping the election expenses in mind, It is essential to make stern regulations to curb ill practices of horse trading and defection of our leaders. It will minimise the risk of political instability and unethical practices in politics.

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 Keywords

One Nation one Funding, Political Instability, Political Funding, Collegiums, Alliance , Political Defection, Inflation

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

A hot dog stand is but stay or semi-permanent structured stand where food items will be sold to the public. Nowadays this type of stand is more useful to the public. This paper presents the design and implementation of a hot-dog stand application using Dart programming language using the Flutter framework. The application aims to streamline the process of ordering and managing hot dogs, providing an intuitive user interface for customers and efficient order management for staff. The application leverages the Flutter framework to create a cross-platform solution that ensures a seamless user experience on both iOS and Android devices.

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Creative Commons Attribution 4.0 and The Open Definition

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- Hot-dog stand, flutter, Dart programming, iOS, Android.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The reliability of the inspection process is frequently compromised by unauthorized leaks and survey manipulation. This paper necessitates the safekeeping and organization of secure paper, a reliable and expandable system, employing blockchain technology and encryption key releases. The system enhances data privacy and access control by incorporating Shamir's secret sharing algorithms and distributing decryption keys to multiple trusted parties. Access to encrypted paper is restricted unless the specific thresholds are combined using the designated key. This prevents singular fusion or misuse. The platform provides an administrative web interface that enables users to upload encrypted files and assign access roles. The main way of distributing the information is through secure email services, ensuring that it is delivered quickly and kept confidential. Cloud storage is utilized to handle encrypted documents and ensure scalability and availability. The suggested approach can enhance the security, transparency, and dependability of question paper processing and can be customized by educational institutions to optimize the testing system.

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Examination Portal Using Blockchain

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The world is crazy for perfection in every aspect of life, leading to frustration, melancholy, and anguish. Little do we realize that God has created each of us with special, unique features that help us stand out from others. Time and again, we find innumerable examples warning us about the consequences of perfecting ourselves. Still, we set excessively high standards for ourselves and others. We work relentlessly to reach the impossible, perfect ideal. It is advisable to accept our imperfections, choose authenticity over perfection, and live a contented life.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Imperfection, illusionary perfection, flaws, wabi sabi, repercussions

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Creative Commons Attribution 4.0 and The Open Definition