Proceedings of the Global Innovation and Technology Summit “AAROHAN 3.0”_Engineering track (GITS-EAS 2025)

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16 articles
Proceedings Article

Peer-Review Statements

Varsha Agarwal, Anand A. Kopare, Peeyush Kumar Gupta
All of the articles in this proceedings volume have been presented at the [Global Innovation and Technology Summit “AAROHAN 3.0”] during [4th Aug 2025 to 8th Aug 2025] in [Atlas SKillTech University, Mumbai]. These articles have been peer reviewed by external subject experts from reputed academic institutions...
Proceedings Article

A Deep Learning-Based Emotion Detection Framework for Real-Time Educational Environments

Neethu Narayanan, S. Daniel Madan Raja
The inclusion of emotional intelligence into educational systems is essential for cultivating tailored and engaging learning environments in the advancing realm of smart learning. The paper outlines the development and execution of a deep learning framework for real-time emotion detection in educational...
Proceedings Article

AI and Workforce Diversity: A Structural Model for Inclusive Hiring in the Digital Age

Nitish Kumar Minz, Manish Kumar, Monika Yadav, Chandra Mohan
This research investigates the transformative role of Artificial Intelligence (AI) in Human Resource Management (HRM), particularly in fostering inclusive hiring by reducing unconscious bias. It introduces two novel constructs—AI Bias Awareness and Inclusion Technology Readiness—to examine how psychological...
Proceedings Article

AI-Driven Risk Management in Financial Markets: A New Paradigm

Yash Vadhar
This study examines how artificial intelligence (AI) and explainable AI (XAI) are reshaping financial risk management (FRM) by improving speed, accuracy, and transparency of decision-making in volatile markets. Drawing on three case studies, the paper looks at the use of hybrid LSTM-GARCH-Transformer...
Proceedings Article

Carbon Based Material: A Step Towards Sustainable Development

Reena Singh, Amita Singh, Chandra Mohan, Amit Kumar Rawat
The materials used in carbon-based structures are the most flexible renewable energy (i.e., production or storage) and environmental protection (like purification or remediation). However, there is a need and a desire to create traditional carbon resources in increasingly sustainable forms (such as activated...
Proceedings Article

Design and Verification of AMBA APB Protocol using Verilog HDL

Vishnu Vardhan Lakkaraju, Vijayalakshmi Chintamaneni, Nikhil Sitharam Marimganti, Prathima Likki, Venugopal Janaswamy, Swapna Tathireddy
This paper presents the design and verification of the AMBA Advanced Peripheral Bus (APB) protocol using Verilog HDL for low-power and area-efficient System-on-Chip (SoC) applications. The design leverages an optimized Finite State Machine (FSM) and improved logic to minimize switching activity, which...
Proceedings Article

Effective Stacking Algorithms for Predicting Breast Cancer in Women

Lavanya Prasad, Shweta Loonkar, Karishma Desai
Breast cancer remains the leading cause of cancer incidence among women worldwide, accounting for 2.3 million new cases in 2022 and nearly 666,000 deaths. Early identification of high-risk individuals is critical for guiding prevention, screening, and genetic counselling. Traditional risk prediction...
Proceedings Article

Emerging Role of AI in Education 5.0: New Paradigms in Education

Akhilesh Balaji, Karishma Desai, Shweta Loonkar
Purpose: This literature review examines the impact of AI on the development of Education 5.0, a new, revolutionary educational system that prioritizes human-centered learning through Industry 5.0 technologies. This study identifies key challenges, including readiness gaps among faculty for disruptive...
Proceedings Article

From Assistance to Autonomy: Examining How Large Language Models Influence Learning and Development Among Students

Shriya Barkol, Jayashree Balasubramaniam, Suman Madan, Malcolm Homavazir, Aayyat Khanna
The advent of large language models (LLMs) such as ChatGPT and Google’s Gemini has profoundly reshaped student learning, engagement, and academic practices in the university sector. This research explores students’ deployment of LLMs, their conceptualisations of such tools, efficacy, advantages, and...
Proceedings Article

Generative AI-Assisted Face Synthesis for Forensic and Criminal Investigations

Shraddha Pandey, Ishaan Shankar Bansal, Noel Jeygar Robert
Forensic investigations frequently rely on facial sketches to identify individuals involved in criminal activities. However, since the human face is so diverse and variable, it is tough to predict the person from a forensic sketch expert’s sketch as they often lack realism and can be influenced by eyewitness...
Proceedings Article

Material Characterization of Shape Memory Alloys Using SEM, XRD, and Chemical Composition Analysis for Smart Engineering Applications

Pankaj Kumar Rawat, Sandip Kumar Singh
Shape Memory Alloys (SMAs) are advanced materials with the ability to retain their initial form upon heating due to their unique shape memory effect (SME) and pseudo elasticity due to the phase transformations of martensitic to austenitic.This memory effect originates from the reversible phase changes...
Proceedings Article

Optimal vs. Actual Acreage Decisions: A Regression Analysis of Rational Expectations in US Potato Farming

Aditi Koorse, Shweta Loonkar, Karishma Desai
This paper investigates how closely actual acreage decisions in U.S. potato farming align with predictions from the Rational Expectations Equilibrium (REE) model. While REE assumes that farmers make fully rational, profit-maximizing decisions, empirical evidence rarely confirms its accuracy for specialty...
Proceedings Article

Real-Time Premium Adjustment Models for Cyber Insurance Using IoT Device Security Metrics

M. Ganeshwar Kumar, Prachi Malgaonkar
The increasing integration of Internet of Things (IoT) devices into everyday life has expanded the cyber threat landscape, exposing both individuals and organizations to dynamic and evolving security risks. Traditional cyber insurance models, which rely on static risk assessments, often fail to account...
Proceedings Article

Sustainable Chemical Engineering Strategies for Hybrid Silver Nanoparticle–Phage Therapy Against Superbugs

Aarshi Lodha, Karishma Desai, Shweta Loonkar
The rise of Multidrug resistant pathogen has led to the increase in global interest in bacteriophage therapy as an eco-friendlier approach as compared to conventional strategies to combat AMR. This study focuses on the hybrid strategies which includes a combination of phage therapy with green-synthesized...
Proceedings Article

Utilizing the Concrete Maturity Method for In-Situ and Real-Time Monitoring Using Portable Devices in the Construction Industry

G. Aji Sentosa, Ettim Dwi Yoga, Eri Dwi Wibawa, Harisudewo Budiyuwono, Annisa Dewanti Putri, Bahtiar Anasriananto
As the Concrete Maturity Method is a widely recognized approach for estimating the strength development of freshly cast concrete. In the construction industry, Hutama Karya has advanced this method by developing a portable device equipped with sensors capable of real-time monitoring of concrete strength...
Proceedings Article

Visualizing Research Trends in AI-Powered Mathematics Education: Insights from VOS Viewer Mapping

Parum Sarda, Shweta Loonkar, Karishma Desai
Purpose: This study aims to systematically map and analyse global research trends in AI-powered mathematics education, focusing on the adoption, effectiveness, and challenges of AI-driven tools in enhancing the teaching and learning of mathematics across diverse educational contexts. ...