Advances in Science and Technology

1. Suggestion of an Optimized and Miniature Biogas Model for a Small-Scale Level
Sonaali Borkar, Aayush Attal, Rohan Badge and Sonaali Borkar
2. Video-Based Sign Language Recognition Using CNN for Frame Feature Extraction and a
Hybrid Temporal Model with Self-Attention and LSTM
Sakshi Kharat, Bhakti Palkar and Mansi Kambli
3. Transparency in Vehicle CO2 Emission Forecast: Unraveling Predictions with Explainable AI
Vidhi Jain, Mansi Gawade, Mansing Rathod, Usha Pawar and Pooja Kothari
4. AI Based Paper Evaluation System for Enhanced Student Assessment
Niyati Sawant, Vaishali Sirimalla, Mansing Rathod, Usha Pawar and Harsh Sarda
5. Analog Beamforming: A Promising Technology for 5G and mm Wave Technology
Heena Singh and Makarand Kulkarni
6. Exploring the Relationship Between Vastushastra Principles and Business Management Functions
Preeti Jog and Premasish Roy
7. Deception Detection using Crime Analytics: Leveraging Deep Learning for Safer Digital Spaces
Jasveer Saini, Aarya Dave, Yukta Makwana and Medha Asurlekar
8. AI Enhanced Driver Fatigue Monitoring System
Prof. Rupali Satpute, Aryan Solanki, Advait Chaudhari and Diya Seth
9. Grape Plant Disease Detection Using Residual Neural Network (ResNet50V2)
Chaitanya Kosaraju, M. Sridevi, K. Kalyani , Ch. Yasaswini, Sk. Sameera and B. Katyayani
10. Breast Cancer Prediction Using Machine Learning
Priyanka Patil, SavitaJadhav, Shraddha More, V. Aishnavi Korade and Shruti Shinde
11. Topic Modelling using LDA on Agriculture Corpus
Siddha Kulkarni, Ashwini Dalvi and Irfan Siddavatam
12. A Comprehensive Study on Hybrid Encryption Algorithms for Enhancing Cloud Data Security
Sachin M. Vaidya and Shankar M. Patil
13. A Reliable Indoor Navigation System for Humans Using AR-based Technique
Vijay U. Rathod, Manav S. Sharma, Shambhavi Verma, Aadi Joshi, Sachin Aage and Sujal Shahane
14. Legal Documentation Assistant (LDA)
Shubham Sonawane and Kavita Kelkar
15. Automated Examination System: Question Generation and Grading for Smart Education
Anushka Shinde, Apeksha Auti, Arshad Mohd and Aabhas Janbandhu, Leena Ladge
16. Personal Finance Tracker using Optical Character Recognition with Llama Vision
Vijay Uttam Rathod, Shubham Waghmode, Shreeya Bahirat, Shree Nakade, Satyam Shrivastav,
Shriya Tipnis and Shubam Jasrotia
17. Krishi Samriddhi: ML and IoT-Based Smart Crop Recommendation with Long-Distance
Data Transfer
Tejal Deshpande, Shantanu Ramteke, Aryan Patil and Shahnawaz Shaikh
18. AI-Driven Flood Forecasting: Advancements, Challenges, and Future Directions
Ashwini Pansare, Amit Barve and Rajib Chattopadhyay
19. Image Restoration and Super-Resolution with GANs
Harsh Dalal, Seema Yadav, Jaineel Patel and Harshal Lad
20. AI-Driven ADHD Detection: A Machine Learning Approach for Early Diagnosis
Yashi Depani, Sarita Rathod, Bhumika Baria and Mansing Rathod
21. AI-Enhanced Supply Chain Logistics: Integrating Reinforcement Learning,
Ant Colony Optimization, and Blockchain for Intelligent Optimization
Siddhesh Manjrekar, Archana Sandip Chavan, Rahul Patil, Dipali V. Pawar,
Sanjay S. Kadam and Chirayu Manjrekar
22. Smart Mirror With Artificial Intelligence
Saksham Bamezai, Disha Mania, Sidhikesh Kamble,
Chitesh Acharya and Rashmi Adatkar
23. BrainScanVision: Advanced AI for Infarct and Hemorrhage Detection
Chitra Bhole, Chandrakant Shetty, Apurva Mhamane,
Radhika Pawar and Akshata Machagar
24. Utilization of Surfactants for Stimulation of Anaerobic Digestion Process of Potato waste-Cow dung
Poonam Bathla
25. Cardiovascular Disease Detection and Prevention using IoT and ML
Swati Ambarish Kaushal, Zeenia Akhtar Qureshi, Shreya Barai and Seema Redekar
26. Novel Thin Cloud Removal Framework with Homomorphic Filter and Gamma Correction
Diksha Gautam Kumar and Sangita Chaudhari
27. A Cloud-Native Framework for Real-Time Topology Analysis and Security Monitoring in SDN
Environments
Vijaya Pijarkjar, Kirtan Raina, Rakshit Jandiyal, Pratab Nair and Umesh Pinjarkar
28. Crime Prediction and Patrol Optimization: H2O Auto ML-Based Recidivism Forecasting, Crime
Classification, and Deployment Strategy using Linear Programming
Seema Redekar, Sanika Gidye, Aditya Rangari and Arya Angane
29. Design and Implementation of a LabVIEW-based Data Acquisition System for Liquid Oxygen
Separation Project
Woodrow Gonsalves, Saiesh Vandkar, Srushti Hallur, K. V. Srinivasan,
Thulasi Ram K. V. and B. Satyanarayana
30. NeuroCursor: A Brain-Computer Interface (BCI) for Differently Abled Persons
Atharv Chandane, Meet Jain, Ishita Garg, Anusha Goswami and Dr. Prasanna Shete
31. From Human Vision to Neural Networks: Improving Robustness in Degraded Shape Recognition
Deepti Pawade, Yash Jadhav , Yash Agashe, Prannoy Banerjee
32. Integrating AI and Computer Vision for Early Detection of Skin Cancer Using Dermoscopic Image
Analysis
Tushar Shukla, Parv Golchha and Dipti Pawade
33. Enhancing Alzheimer’s Prediction Accuracy with Explainable AI
Sanika Wagle, Ronak Raut, Durgesh Yewale, Dipali Koshti and Supriya Kamoji
34. Cross-Dimensional Analysis of U-Net Variants for Dental Caries Detection across Multi-Modal
Radiographs 198
Tilottama Dhake and Namrata Ansari
35. Toothbuddy: Remote Dental Diagnostic And Consultation System
Mannat Doultani, Mohit Patil, Pranav Rane, Mahendra Girase and
DepartmeAmisha Chandwani
36. The future of Security and Authorization Issues in the V@X Environment—A Survey
Rajesh H. Bhise, Gurpreet Singh Saini and Shivaji D. Pawar
37. Pro-Nuance: Language Pronunciation Trainer
Jaishruti G. Mahadevan, Shoumik Atul Gandre, Varun Pradhan,
Mithil Bavishi and Abhijit Joshi
38. Impact of Social Media on Mental Health using Machine Learning
Mannat Doultani, Aryan Manghi, Devyaansh Razdan and Prasad Chaudhari
39. Fixed Wing Surveillance and Reconnaissance Drone
Adhithya Chettiyar, Darshan Ahire, Komal Mohod, Vaishnavi Hanji and Sneha Revankar
40. Continuous Question Answering Framework
Apurva Dani, Aadit Kachalia, Rohan Kalantri and Abhijit Joshi
41. Estimating Crop Yield Utilizing Machine Learning And Sentinel Photography
Gagan Jain, Manan Gohil, Mujtaba Mohamed and Nasim Banu Shah
42. Digital Health Record Monitoring System Using Blockchain
Prathamesh Shelke, Rahul Yadav, Pratik Jha and Tushar Ghorpade
43. Transfer Learning-Based Deep Models for Diabetic Retinopathy Classification: A Comparative
Assessment of Accuracy, Memory and Time Complexity 258
Faiz Rangari and Kavita Sonawane
44. Comparative Analysis of ML Classifiers for IoT Botnet Detection Using UNSW-NB15
Preeti Kailas Suryawanshi and Sonal Kirankumar Jagtap
45. BERT WEIGHT: Word-Level Sentiment Analysis through Contextual Token
Attribution and Embedding Weighting
Raunit Jain, Khilan Kanadia, Raaj Shah, Jinay Jain, Kranti Ghag and Meera Narvekar
46. Automated Real-Time Detection of Suspicious Insider Activities Using SIEM Based Log Analysis
Surabhi Yerunkar, Sunayana Jadhav, Ashwini Dalvi and Sonali Wankhede
47. ViT-Guide: Vision Transformer-Based Assistive Captioning for Visually Impaired
Individuals in Railway Stations
Kalpana Deorukhkar and Satish Ket
48. Improved Ensemble Learning Technique for Classification of Movie Reviews
Akash Mishra, Hrishikesh Nirale, Pratham Patel and Nilesh Yadav
49. Detection of Investment Scam-related Bitcoin Addresses via CatBoost Machine Learning Model
Priyanka Gupta, Sagar Korde and Sunayana Jadhav
50. Profiling Bitcoin Addresses for Ownership Recognition
Siya Bhandari, Sagar Korde and Sangeeta Nagpure
51. A Beginner-Level Project on a Smart Trash Bin Using Sensors and Arduino Uno
Simran Devrukhkar, Khushi Chandak, Namrata Ansari and Aarti Sahitya
52. Development of IoT Laboratory: A Structured Approach to Learning IoT Technologies
Ankit Jha, Krishna Jaiswal, Sufyan Khan and Pradnya Kamble
53. A Study of Biometric Identification and Verification System
Namrata Ansari, Atharva Bhandari, Aarti Sahitya, Shoubhik Bhattacharjee and Ayush Jangam
54. Design and Development of Circularly Polarized Patch Antenna at 5.8 GHz
Aishwary Pandore, Aman Bharadwaj, Sayan Palatasingh and Kiran R. Rathod
55. Pluto—Advanced Band for Autism Support
Mannat Doultani, Mugdha R. Joglekar, Sanika Ingale, Ishwari Dehadray,
Nitika Nagdevani and Vedika Walhe
56. SAKHA: AI—A Voice Assistant for the Elderly, Lonely, and Sick Using Empathetic
Human-AI Interaction
Aanchal Mehta, Anandi Ket, Dhriti Kothari and Shubhada Labde
57. SafeHer: IoT Innovations for Women’s Safety
Jiya Waghela, Pradnya Kamble, Anshita Vasani and Heer Upadhyay
58. SevaYantra—A Patient Assistance Robot
Mihir Soni, Tanmay Tiwari, Pranav Warule and Tilottama Dhake
59. Evaluating Zero-Trust Architectures to Mitigate Advanced Persistent Threats in Cloud
Environments
Dilip Motwani, Vidya Chitre, Varsha Bhosale and Sampurna Prabhu
60. NeuralTraffic: An AI Driven Dynamic Traffic Signal Management System Based on Vehicle
Detection and Priority
Sankalp Wani, Pratik Sawant, Abhishek Pal and Kanchan Dhuri
61. Quantifying Pedagogical Impact: Student Evaluations in Higher and Technical Education
Meghana N Vyas and Rakhee Yadav
62. Understanding and Predicting Home Cooking Behaviours through AI-driven Analysis of
Motivations, Health Perceptions, and Lifestyle
G.B. Hemalatha and Marielia Assumption
63. FastWrite: Automation of Code Documentation
Rishikesh Giridhar, Sravan Kotta, Aditya Mer, Oam Bhanushali, Sejal Shah
64. Pulse Oximeter System Using Arduino
Prathamesh Takey, Ayush Sharma, Varad Shinde and Prandya Kamble
65. Aquaroot: IoT Based Water Level
Manthan Bhanushali, Omkar Jadhav, Nishant Gawde and Prandya Kamble
66. GEONN for Satellite Image-to-Map Translation via Enhanced Geospatial Processing
Satya Sandeep K, Rama Bhargavi B, Varsha J, Bhavana Mythili K and Varshini V
67. Hybrid Framework for Explainable Glaucoma Detection: Integration of U-Net,
DeepLabV3+, and Semi-Supervised Learning
Neha Dhavale and Arvind Kumar Sharma
68. Deep Learning-Based Interview Analysis: A Multimodal Approach Using NLP and CNN
Smita Sankhe, Ved Mulik, Ananya Pillai and Anurag Pandey
69. Transformer-based Model for Predicting Stock Market Trends
Shreyansh Goswami, Suditi Soni, Shivam Dixit and Anuj Singh
70. Revolutionizing Efficiency: The Impact of Business Process Automation on
Modern Enterprises
Arish Manasia, Bhavormi Somaiya, Stuti Raichada and Sheetal Jagtap
71. Machine Learning Techniques for Effective and Precise Identification of Rice Leaf Diseases
Aditya Patel, Teena Varma , Kavita Jain and Vijay Jumb
72. Optimizing Object Detection Models for Precision Agriculture in Boosting Plant Disease
Identification
Nasim Banu Shah, Rahul Selarka, Mayur Patil, Ashutosh Gupta, Shivam Sahu and Alok Kumar
73. Dynamic Content Creation: Leveraging AI and APIs for Social Media Engagement and Influencer
Marketing
Devanand Bathe, Mihir Patel, Parth Patil and Ashish Waghule
74. ResNet-Powered Deep Learning for Multi-Stage Classification of Diabetic Retinopathy
Ayesha Loladia, Simran Sanghani, Anmol Matharu and Mrunali Desai
75. Creation of Virtual Herbal Garden using 3D Modelling
Jyoti Wadmare, Gayatri Solanki, Zoya Patel, Taniya Rajput and Shreyanshi Parmar

Biography

Dr. Vivek Sunnapwar serves as the Principal of K. J. Somaiya Institute of Technology, Sion, Mumbai, bringing extensive academic and research experience in Mechanical and Manufacturing Engineering. With over 1,600 citations on Google Scholar, he is recognized for his contributions to production systems, quality engineering, and sustainable manufacturing. Under his leadership, KJSIT continues to strengthen its focus on academic excellence, research innovation, industry collaboration, and student-centric growth, aligning with global standards in technical education.

Dr. Hariram Chavan is a Professor in the Department of Information Technology at K. J. Somaiya Institute of Technology, Sion, Mumbai, with an academic career spanning since June 1996. A distinguished researcher in Machine Learning, Data Science, and Deep Learning, he has authored 24 publications, secured two patents, and undertaken several funded projects. Dr. Chavan has received numerous awards for academic excellence and plays an active role in curriculum development as a Member, Board of Studies (Computer Engineering), University of Mumbai.

Dr. Namrata F. Ansari is a Professor in the Department of Electronics and Telecommunication Engineering and the Dean – Academics at K. J. Somaiya Institute of Technology, Sion, Mumbai. Associated with the institute since 2004, she has made notable contributions to academic administration, curriculum development, and quality enhancement. With rich teaching and research experience, she is dedicated to fostering academic excellence, innovation, and continuous improvement in engineering education.