Advancing Innovation through AI and Machine Learning Algorithms

The International Conference on Microstructure, VLSI, Robotics, Communication, Electrical & Emerging Technologies using AI-ML Algorithms (ICMVRCET - 2025) is an essential gathering for those at the forefront of research and development in the fields of Microstructure Design, VLSI systems, Robotics, Communication technologies, and Emerging Electrical systems. This conference seeks to bridge the gap between academic research, industrial advancements, and real-world applications by focusing on the integration of Artificial Intelligence (AI) and Machine Learning (ML) algorithms in these rapidly evolving domains.

Dr. Udara Yedukondalu, serving as the Principal of MVR College of Engineering and Technology, Paritala, Vijayawada, combines academic leadership with a strong research background. With 22 years of teaching experience, 30+ journal publications, 5 patents, and 1 copyright, he is dedicated to advancing innovation in VLSI, nano-electronics, and integrated circuits. His commitment to holistic education aligns with Dr. A.P.J. Abdul Kalam's vision, fostering creativity, purpose-driven learning, and student-centered growth. Under his guidance, MVR College emphasizes not only academic excellence but also the overall personality development and employability of rural youth. Through ICMVRCET - 2025, he aims to provide a global platform for emerging technologies using AI-ML algorithms. Dr. V Vijayasri Bolisetty is an accomplished academician with over 18 years of experience in teaching, research, and academic leadership in the field of Electronics and Communication Engineering. She currently serves as an Associate Professor at Aditya University, where she actively contributes to research development, technical education, and student mentoring. Her academic background includes an M.E. and a Ph.D. in Electronics and Communication Engineering, with specialization in Signal Processing. Dr. Vijayasri has contributed to numerous scholarly publications and technical initiatives that bridge academic research with real-world applications. As an editorial board member of ICMVR 2025, Dr. V Vijayasri Bolisetty key role in maintaining the scientific quality of the conference through rigorous peer review, topic curation, and academic oversight. Her areas of interest align with the conference themes, particularly in smart systems, sustainable electronics, and advanced computational techniques. She is committed to fostering innovation, collaboration, and academic excellence in the global research community.

1 End-to-end AI framework for soil fertility, crop growth, and disease mitigation K. R. Harinath, V. Yagna Sri, A. Mamatha, K. Dileep Reddy and N. Naga Bharath Kumar 2 Highly accurate calorie burn prediction using XGBoost regression model K. R. Harinath, M. Harini, M. Pranitha, K. Prashanth and H. Nagesh 3 Real time design of FPGA-based home automation scheme Rama Rao Chekuri, Nagababu Chekuri, Prabhakara Rao Kapula, D Hari krishna, Vurukonda Venkat and Valluri Sai Mahesh 4 AI powered facial recognition for secure banking authentication Alabazar Ramesh, Karanam Jyothirmayi, Kollu Vishnuvardhan, Dayyala Ajay Kiran and Ediga Sheshadri 5 Performance comparison of machine learning algorithms in predicting telecom customer attrition Prathap Nayudu P., Venkata Sai S., Amrutha B., Sai Rupa J. and Vigneshwar Reddy K. 6 Graphical representation of accuracy comparison among various machine learning algorithms to predict customer churn P. Prathap Nayudu, D. Srivani, N. Usha, S. Ayesha Tabassum, D. Sudheer and D. Sivaramakrishna 7 PhishGuard - fake website detection using machine learning K. Janardhan, G. Brahmaiah, E. Abhilash, A. Mohan Vamsi Krishna and K. Prudhvi Raj Naik 8 Prediction of chronic kidney disease using machine learning K. Viswanath, S. Durga Pavan Goud, K. Varshitha, S. Rahul and P. Harshitha 9 Enhancing autonomous safety B. Swetha, B. Hima Teja, B. Narmada, M. D. S. Mahesh and P. R. Lahari 10 Enhancing visual quality of images and videos with improved CNN and OpenCV B. Swetha, P. Suryanarayana, N. Munthaz Begam, A. Tanveer and K. Sai Jaswanth 11 A comparative analysis of supervised machine learning algorithms for heart attack prediction K. Narasimhulu, M. Sruthi, P. Rajesh Reddy, C. Navaneeth Kumar and S. Nithin Kumar 12 Skin cancer classification: a web-based machine learning approach for skin cancer classification N. R. Sathis Kumar, A. Bhaswanth Reddy, K. Praveen Kumar, D. Yeswanth Reddy and Shaik Arief 13 FIFO implementation in manufacturing: streamlining production processes minimizing work-in-progress inventory M. Sabir Hussain, Mohammed Abdul Raheem, Kadiyam Sasidhar and Sami Ahmed 14 Innovative approaches to Doherty power amplifier enhancement 83 N. Swapna, V. Sreelatha Reddy, Madhuri Gummineni and Chitra Chitters 15 Optimized feature engineering approaches for predictive modeling of multiple diseases using machine learning V. Sreelatha Reddy, N. Swapna, Radhamma and Ch. Mohana Rao 16 Gray wolf optimization-based intelligent clustering mechanism for energy-efficient and trust-aware communication in IoT networks G. Sivakumar, Chandralekha R., K. Amsaveni, B. Dhanam, K. V. Srirenga Nachiyar and P. Marichamy 17 Enhancing heart disease prediction using hybrid K-means clustering and supervised machine learning models N. Nagasoudhamani and P. Sunil 18 Utilizing mmWave technology for human detection and counting in Indoor Franklin Telfer, L., Pragadeeswaran, S., Jai Naveen V. and Prahadeeshwaran, K . 19 Voice enabled desk assistant for the visually impaired G. Rajasekhar Reddy, S. Dwarakesh, K. Kiran Sai, V. Jahnavi Reddy and V. Bhavya Sree 20 Electric vehicle-to-vehicle energy transfer with bidirectional on-board converters Abbaraju Hima Bindu, Munaga Deepika, Lingareddy Karthik Kumar Reddy, Mulinti Dharma Reddy and Balaraju Deepthi 21 Implementation of IoT home automation using raspberry Pi with multilingual voice control Hindumathi Voruganti, Rama Lakshmi Gali, Saikumar Tara, N. Manisha and G. Alekhya 22 Enhancing heart disease prediction using ensemble machine learning classifiers C. Sasidhar, P. Navya, S. Mohammed Asif, T. Mounika, B. Mahanth Reddy and K. Susmitha 23 Music recommender chatbot: An emotion-aware AI system for personalized music recommendations Gayathri T., Navya Sri M., Lohitha Naga Rajeswari K., Sowjanya Lahari N. and Likitha Naga Sri K. 24 Dual source novel nine level inverter design with trinary geometric DC links to produce highest output voltage levels Syed Rubeena, Bi., K. Jeevana Rekha, K. Govardhan Reddy, D. Dileep Kumar and J. Deva Nandini 25 Smart automated surveillance system Chandralekha, R., Guna, A., Krishna Meera, V., Srirenga Natchiyar, V. and Harini Shiriram, S. 26 Bank marketing DataSet using data science Sudha, K., Saravanan, G. and Ponniah, G. 27 DIBL effect compensation of self-biased CMOS voltage reference using adaptive VGS control M. Maheswari, J. Sofia Priya Dharshini, R. B. Malliswari, K. Sai Tanuja and S. Police Asif 28 AgriSense - smart rain prediction and automated irrigation with TinyML J. Chinna Babu, G. Sujatha, M. Upesh Rayudu, C. Yaswanth Krishna and G. Venkat 29 An overview of deep learning approaches for identification of deepfake faces in images and videos J. Chinna Babu, M. Lakshmidevi, Y. Naga Sujani, V. Karthik Kumar Reddy and G. Lokeswara Raju 30 Innovative milk contamination detection system using Raspberry Pi and IoT sensors S. Sandeep Kumar, R. Selvarasan, G. N. Kodanda Ramaiah and K Rasadurai 31 A comprehensive review of UAV technologies in medical and emergency applications J. Chinnababu, G. Harshitha, G. Hema, S. Abdulrehaman and V. Dwrakanathreddy 32 Intelligent smart home operations through NLP and IoT-driven voice control S. Lokesh Reddy and P. Ajay Kumar Reddy 33 AI-driven monitoring and emotion recognition for Alzheimer's patients with blockchain-enhanced data security K. J. S. Upendra, Ch. Poojitha Sai, M. Yeswanth, K. Priyanka, M. Siva Krishna Babu and D. Avinash Varma 34 Recognition of human behaviour utilising multiscale convolutional neural networks G. Dianakamal, P. Sri Teja Chaowdary, M. Satya Venkata Madhav, S. Surya Deepak, U. Datta Harshitha and V. Praveen Kumar 35 Robust local filtering to secure federated learning against adversarial poisoning G. Diana Kamal, R. Yogitha, S. Adithya Ram, T. D. Satya Narayana Murthy, M. Jayanth and P. Ramanjaneyulu 36 Aquatic image enhancement using weighted wavelet transform Palle Rangappa, Anchula Sathish, S. Shaheen, M. Pavan Kumar and S. Abdul Rahim 37 Enhancing underwater image clarity with balanced adaption compensation approach Palle Rangappa, M. Farhana Begum, M. Anusha, P. Chenna Sai and V. Varshith Kumar 38 Real-time polyglot translator powered by Raspberry Pi K. Riyazuddin, K. Sunith Kumar, C. Swetha, S. Wafika and K. Thirumalesu 39 Enhancing power grid reliability through smart fault detection and classification using machine learning algorithms Magesh, T., Samuel Franklin, F., Asokan, K. and Christaper Indla 40 Utilizing 3D-CNN and autoencoder for gas detection in hyperspectral images P. Durga Anusha, M. Sai Maheswari, N. Rajashekhar, SK.Venkatesh, E. Shalini and P. Aashish Nikhil Prem Chand 41 AI-based audio and music signal processing using deep learning approach Karpagavalli Komandoor, Vasanthi Ramapuram, Sree Sudha Yadav Kommagani, Subhash Chigicherla and Siva Sankar Boya 42 Comparative analysis of fuzzy and neuro-fuzzy image processing system and their applications Mahima Chaturvedi, Namrata Kaushal, Jyoti Gupta and Om Prakash Chaturvedi 43 Design and analysis with high-performance rectangular micro-strip antenna at 38 GHz 5G millimeter-wave application Yuvaraj, K. and Sanam Narayana Reddy 44 Music recommendations based on emotions Chilakala Sudhamani, Chinnala Nuthana, Lone Ravali, Bandari Rakesh and Jangam Saketh 45 A deep learning framework for image colorization A. Geetha Devi, T. Divya Naga Durga, Sk. Arifa, N. Sravya and U. Chandra Sekhar 46 AI car with real-time detection of damaged road and lane detection by deep learning using Python T. Nagarjuna, S. Rafeeq, M. Bhanu Prakash, J. Rohith and B. Suvarna Lakshmi 47 A hybrid model for breast cancer prediction: Integrating Relief, PCA, and SVM for improved accuracy G. Srikanth, M. Sangameshwar, Angadala Narendra, Karnati Meghana and Edagoti Ajay Kumar 48 Efficacy evaluation of Helfer skin tap technique versus ShotBlocker device in reducing pain and anxiety in children undergoing intramuscular injections Ajith, M., Maimoona A., Padmapriya, D. and Vijayalakshmi, R. 49 Sustainable air circulation and monitoring system for caves using solar energy S. Venkatesh, Nandhini, K. L., Pothuru Banusree, M. Sharath Kumar and J. Eshwar 50 Detection of multiple artifacts through the application of adaptive scalp region selection and classifier fusion D. Yovan Snanagan Ponselvan, J. Sofia Priya Dharshini, Kadiri Harika, Machiraju Hari Ram, K. Pavani and M. Sai Kriti 51 A novel color image encryption method based on block-based DNA coding compressive sensing S. Kashif Hussain, U. Mahesh, C. Veda Murthy, K. Anjaneya Reddy and B. Yadavendra Reddy 52 Weather prediction system using deep learning D. Sarika, G. Ajay Kumar Reddy, D. Jyoshna Sai Priya, J. M. Dharma Teja and V. Amrutha 53 Optimized prediction of complex keyword queries in relational databases Vijaya Rao Garapati and T.K.K.V. Prasad 54 Automated passenger fare collection using RFID and face recognition for public transportation R. Madhan Mohan, N. Poojitha, G. Manasa, N. Nirupama and P. Mahesh 55 Advanced AC drive system for efficient electric vehicle technology Mondru Chiranjeevi, D. V. Ashok Kumar and R. Kiranmayi 56 Comparison of machine learning algorithms for predicting temperature 350 Allacheruvu Brahmaiah, Kattika Koteswara Rao and Vegunta V. G. S. Rajendra Prasad 57 Remote sensing image analysis Kanakala Raja Sekhar, Jaya Gayatri Vukkum, Mullapudi Sowjanya, Morusu Sai Samhitha and Thoram Deepika 58 Surveillance camera-based fire detection and localization: Enhancing safety through visual monitoring E. Ramesh, N. Sai Varshitha, V. Sai Sreya, P. Prasad and M. Ramu 59 Real-time driver drowsiness detection and alert system using DLib and OpenCV V. Ravikanth, S. Anikha Maheera, A. Kavitha, B. Harati and M. Vihas 60 Detection of epileptic seizures in EEG signals through machine learning methods Boddu Smily and T. Venkateswara Rao 61 Smart wealth: Personalized financial growth with GenAI Mohammad Manzoor Hussain, M. Sowmya Reddy, K. Nagasree, M. Sushanth Reddy and K. Samith Kumar 62 Performance metrics of conformal antenna Y. S. V. Raman, M. Koteswara Rao and A. R. V. S. Gupta 63 Performance evaluation of GFDM and OFDM for future wireless networks: Trade-offs in spectral efficiency, BER, and computational complexity V. Tejovathi and S. Swarnalatha 64 SVD-based method for high-fidelity color to grayscale image conversion Shaik Asif Basha, K. Kalyani, N. Varun Kumar, V. Sai Hemanth and O. Dharma Teja 65 A comparative analysis of machine learning models for email threat detection: A web-based framework utilizing header metadata and SVM classification P. Penchalaiah, Rapelli Naga Sathvik, K. V. H. Karthik, M. Jagadheesh, P. Sai Gowrish, and V. Madhava Reddy 66 A cloud-integrated IoT framework for real-time energy monitoring and predictive billing 406 P. Penchalaiah¹, G. Srinivasulu², Arkot Mitesh, M. Venu and Sk. Adil 67 DeepWave: Revolutionizing underwater communication with Li-Fi technology K. Riyazuddin, K. Deekshitha, P. Adiseshu, J. Bhavani and P. Dinesh 68 Transmission system uses UPFC controllers combined with ant colony optimization to reduce power fluctuation Koduru Rohith Kumar, K. Ramya and Kiran Kumar Kuthadi 69 Generative AI and deep learning for incorporating diversity: An inclusive approach to Indian sign language recognition and translation Ananya Mallu and Fakruddin Mohammed 70 COVID-19 detection using a deep learning model based on chest X-rays V. Vijayasri Bolisetty and U. Yedukondalu 71 Design and performance analysis of DPFC based hybrid system by various controller Pilli Sireesha and Kiran Kumar Kuthadi 72 Renewable energy powered common dc bus charging system for electric vehicles using multilevel inverter Veerla Divya and K. Kiran Kumar 73 The intelligent control of independent single-phase microgrids integrate solar PV arrays, wind and hydro power Kade Praneetha and Kiran Kumar Kuthadi 74 Augmented reality and immersive environments for next-gen brain MRI scan analysis using vertex AI Polaiah Bojja, I. Govardhan Rao, K. Rajendra , Ankathi Sujay, Bejugam Sai Nivas and Balikara Sudeep, M. 75 A hybrid AI and time-series framework for dynamic pricing and demand prediction in e-commerce Sri Charani, P., Durga Prasanna, T., Satya Sekhar Varma, P., Jahnavi Sri, N., Jahnavi, M. and Tulasi, Y. 76 Dynamic facial expression feature extraction using deep neural networks Sumanth Jonnalagadda, Sravya Sri Nallani, Bomma Rithwika and Bysani Jai Kushal 77 Connecting travels and farming using machine learning approaches Mariserla Santhi Kumari, Manukonda Aasritha, Ambati Monisha Sri Naidu, Ruttala Bhargava Naidu, Srinivasa Rao Vankdoth and Dharmaiah Devarapalli 78 Machine learning based booklet status detection Panjula Bhavana¹, Marri Lahari Krishna, Pachava Tejaswini, M. Kavitha and Srinivasa Rao Vankdoth 79 Leveraging ensemble techniques and explainable AI for optimal fertilizer recommendation J. Sita Sai Sudha, K. Lakshmaji, G. Jessica Rose, G. Meghana, G. Madhuri and Ch. Jyothi Sri Padma 80 Deep learning methods for atrial fibrillation detection based on HT-WVD Prakash, M. B. and Harish, H. M. 81 Predicting credit card fraud detection using machine learning S. Naveen Kumar, V. Umamaheswari, M. Subrahmanyam, K. VijayaKumari and V. Vikram Teja Reddy 82 A novel ER based 4-bit full adder/subtractor for high performance arithmetic operations K. Janshi Lakshmi, A. G. Nethravathi, P. Sai Ganesh, K. Sampath Kumar and V. Shafi 83 AI and LoRa-enabled companion robots for elderly well-being: A rural remote monitoring system Abhiram Alluri, Fakruddin Mohammed and Roohi Bani 84 CTS-NET for precise land cover classification: Leveraging deep learning and sentinel-2 data M. Ravi Kishore, Y. Pavan Kumar Reddy, O. Hemakeshavlu, K. Shankar*, K. Ajitha and S. Abdul Azeez 85 Multi-snapshot semiparametric algorithm for MST radar data analysis G. Chandraiah, K. M. Manjunath and Venkata Sudhakar Chowdam 86 Mitigating double node upsets in space: A RHBD 14T SRAM cell design T. Hari Kala, K. Chandrika, S. Abdul Latheef, M. Divya Sri and M. Hari Prasad 87 RLG - based image watermarking encryption and decryption: A novel VLSI design approach K. Janshi Lakshmi, D. Sravani, C. Chathrapathi, O. Sashankreddy and D. Rajarohith 88 Activity minimization of misinformation's influence in the online social networks platforms Pooja Krishnamurthy Revankar, Srinivasarao Udara, S. B. Ullagaddi and Jayprabha Vishal Terdale 89 Leveraging convolutional neural network for cataract classification in retinal fundus images K. Mohana Lakshmi, Suraya Mubeen, Bandi Doss, V. Mounika, V. Shivani and Imran Afridi 90 High-availability cloud architecture with load balancing and RabbitMQ integration K. Bhanu Rajesh Naidu, D. Muni Babu, K. Nagaraju, C. Pranay Vardhan Reddy and M. Prasad 91 IoT enabled and AI-driven traffic signal control system Sulochana Madachane, Bhavarth More, Aaditya Srinivasan, Ayush Dere and Pruthviraj Patil 92 Forecasting air quality with machine learning methods K. Bharath Kumar, Suraya Mubeen, B. Bhargav, K. Nivedhitha and K.Venkat Sai 93 Object detection using YOLO with audio feedback using Raspberry-PI K. Bharath Kumar, Mallesh Sudhamalla, Kolanpaka Manoj, Kandula Ruthika, Rampuram Patil Sreeja and Nerella Vivek 94 Audio-based gender identification and emotion recognition using CNN and bidirectional LSTM K. Rathan Sai, K. Venkat Rohith, T. Durga Venkata Reddy and Mariappan, R.