ITI 2025 Program Schedule

Inauguration (Hybrid Mode)

Session Chair: Prof. Debasish Bhattacharya, Professor National Institute of Technology (NIT), Agartala

Integrating EAM and Geospatial Intelligence: A Spatially-Driven Future for Accurate and Efficient Asset Maintenance.

Speaker: Mr. Lakshmana Rao Koppada , Technical Architect Manager, PwC Advisory LLC, USA

Optimizing Data Infrastructure: Cloud Migration Strategies and Technical Innovations

Speaker: Mr. Durgaraman Maruthavanan, Associate Consultant Tata Consultancy Services , Austin, Texas, USA

Session Chair: Prof. Uttam Kumar Bera, Professor, National Institute of Technology (NIT), Agartala

Establishing Zero-Trust Security at the Edge with Hardware-Rooted Device Identity

Speaker: Dr. Seema G. Aarella, Assistant Professor, Austin College, Sherman, Texas, USA

Hyper Personalization using Data Streaming, Real Time Analytics and AL/ML

Speaker: Mr. Nitin Saksena, Senior Director of Engineering, Omnichannel Enterprise Architecture, Albertsons Companies

Session Chair: Prof. Mitali Saha, Professor, National Institute of Technology (NIT), Agartala

Modernizing API Gateways for the FinTech Era: Building Intelligent, Secure, and Scalable Ecosystems

Speaker: Mr. Vinoth Punniyamoorthy, IEEE Senior

Operationalizing Data Quality at Scale in AWS

Speaker: Mr. Abhirup Mazumder, Data Engineering Leader at Amazon

Session Chair: Prof. Debasis Neogi, Professor, National Institute of Technology (NIT), Agartala

From Transaction to Relationship: Leveraging Communication to Drive Pharmacy Profitability and Patient Loyalty

Speaker: Mr. Akash Agarwal, Albertsons Companies Inc.

Building Trustworthy and Reliable AI Systems: Data Quality, Monitoring, and Real-World Deployment

Speaker: Mr. Aswathnarayan Muthukrishnan Kirubakaran, Data Engineer, Meta Reality Labs

TS 01: Artificial Intelligence and Machine Learning (Online Mode via Google Meet)

Session Chair 1: Dr. Chandan Kumar Shiva, Associate Professor, SR University, Warangal

Session Chair 2: Dr. Panduranga Vital Terlapu, Professor, Aditya Institute of Technology and Management (AITAM), Tekkali, Srikakulam, Andhra Pradesh, India

395

Integrated Sentiment Analysis with BERT for Enhanced Hybrid Recommendation Systems
Amruta Mahajan, Arunita Chavanke, Chaitrali Chaudhary, Chinmay Desale, Om Dalvi

419

An Explainable AI System for Real-Time Disease Prediction in IoT-enabled Smart Healthcare
Shreeraj Mummidivarapu, Abhishek Hazra, Mohan Gurusamy

511

A Hybrid Deep Learning and Explainable AI Framework for Crop Disease Prediction: Leveraging CNN-RNN, Transfer Learning, and GAN-Based Augmentation
Lalitha Manglaram, Sudersan Behera

519

Legal Judgment Prediction using Bias Aware Large Language Models
Sanjith Ganesa P , Rahul Veeramacheneni , Bindu K R , Krishna Priya G

542

Melanoma Detection with CNN–ViT Fusion: A Deep Learning Framework for Dermoscopic Image Analysis
Sushil Garg, Dipesh Chadha, Divansh Bamba

562

GlaucoNet: CNN with Spatial Attention for Early Glaucoma Detection using Fundus Images
Arun Vikas Singh, Mahant Singh, Pavani Cherukuru, Laxmikant, Kasi Viswanathan P, Shiva Sumanth Reddy

813

Enhancing Lung Cancer Detection with Vision Transformers
Radhey Shyam, Mala Chaturvedi, Devansh Kumar

TS 02: Cybersecurity and Privacy (Online Mode via Google Meet)

Session Chair 1: Dr Manohar M, Associate Professor, CHRIST(Deemed to be University), Bangalore.

Session Chair 2: Dr. Sayanta Chakraborty, Assistant Professor, National Institute of Technology (NIT), Agartala

538

Observability-Driven Release Strategies: Telemetry That Triggers Rollouts
Binoj Melath Nalinakshan Nair

555

Fusion-Based Data Poisoning Detection for Scalable and Interpretable ML Security
Jaiwin Mehta, Svayam Mehta, Rushaan Pai, Vidhi Shah, Nilesh Patil, Kiran Bhowmick

594

Quantum Resistant Ml Watermark for Video Content
M.Sowmya, R.P.Meenaakshi Sundhari, S.Ramya, M.Pravina, K. Nivetha Sri, J. Yamuna

723

Enhanced SMS Spam Classification using a Novel Weighted Loss Hybrid BERT-LSTM Model
Ruby Bala Pathak, Rajendra Gupta

229

Dynamic INT8 Quantization of YOLOv12 for Efficient Weed-Crop Detection on Edge Devices
Ashish Lodaya, Rohit Jamakhandi, Aditi Ponkshe, Anjana Bharamnaikar, Uday Kulkarni, Narayan D G

232

SDXL-BERT: Enhancing Text-to-Image Generation for Interior Design through Semantic Prompt Optimization
Anjana Bharamnaikar, Aditi Ponkshe , Ashish Lodaya , Rohit Jamakhandi , Uday Kulkarni , Narayan D G

271

Early Detection of Anemia using Multi-Modal Embedded Intelligence System for Real-Time Health Screening
Nihal Jain, Vignesh Chougule, Aradhya Gaonkar, Tushar Bulla, Uday Kulkarni

TS 03: Data Science and Big Data Analytics (Online Mode via Google Meet)

Session Chair 1: Dr. Mausumi Goswami, Associate Professor, CHRIST(Deemed to be University), Bangalore.

Session Chair 2: Dr. Paramvir Singh, Assistant Professor, National Institute of Technology (NIT), Agartala

Session Chair 3: Dr. Rahul Johari, Associate Professor, Guru Gobind Singh Indraprastha University

346

Cloud System Logs Analysis With NLP and XGBoost Optimized by Adapted Sine Cosine Algorithm
Jovan Maricic, Snezana Anetic, Tamara Zivkovic, Valentin Thomas, Miodrag Zivkovic, Branislav Radomirovic, Luka Anicin, Nebojsa Bacanin

574

Performance Evaluation of CNN Architectures for Multi-label Chest X-ray Classification on ChestMNIST
Kethavath Sowbhagya, B.Surendiran, Prema Mayudu B, Chandra Mouli P.V.S.S.R, Vinothini K

520

Removal of Reactive Dye using Polymeric Nanocomposite Membrane
Satchidanand Satpute, Sankalp Salunke, Samruddhi Jadhav, Vivek Raut, Darshan Khamat, Prashik Katare

552

CrisisDetect+: Crisis Monitoring Through Sentiment and Network-Based Social Media Analysis
Anabala Balaji , Sunkari Ravindra , Kambam Sarath Chandra

567

Financial Inclusion among Women Workers of Ayyankali Urban Employment Guarantee Scheme: Challenges during COVID-19 Pandemic
Darsana S , T.G. Manoharan

586

Optimizing Fuzzy Clustering Algorithms through Multi Objective Approaches: Improving Accuracy, Validity and Computational Efficiency
M. Sheshikala, Shyamala G, D. Sushma Kumari

633

Unified Multi-Broker Trading Platform: A Comprehensive Study of Machine Learning-Driven Intelligent Portfolio Management Systems
Abhay Jain, Surabhi Saxena, Neha Singhal

TS 04: Intelligent Systems (Online Mode via Google Meet)

Session Chair 1: Dr. Puneet Bansal, Associate Professor, ECE, UIET, Kurukshetra University, Kurukshetra, Haryana

Session Chair 2: Dr. Arshia Kaul, Associate Lecturer, The University of Melbourne, Melbourne Australia

214

A Hybrid IoT-Based Architecture for Intelligent Home Security and Automation using Multi-Modal Authentication and Real-Time IoT Monitoring
Kesang Lhamu Lepcha, Rahul Pradhan, Bam Bahadur Sinha, Pragya Pradhan

340

AirSense: A Smart Pollution Monitoring System
Wasim Pathan, Kailash Shaw, Adesh Bhore, Adarsh Jayfale, Kalyani Rathod

454

Advanced Multi-User Remote Laboratory System with Intelligent Pipelined Scheduling for Engineering Education: A Comprehensive Framework for LabVIEW-Based Virtual Instrumentation
Niket Amoda, Lochan Jolly, Arpit Rawankar

430

A Vision-Based End-to-End System for Prediction of Steering Angle and Speed of Autonomous Vehicle Under Dynamic Environments
K.Thriveni, P. Vinay, Ch. V. Rama Rao

477

Development of an Intelligent Dustbin System for Automated Waste Segregation and Monitoring
Aoudumbar Londhe, Om Navale, Yash Navale, Neel Nemade, Siddhi Nehe, Neelsingh Chandel, Rushikesh Narote

480

Offloading Performance for UAV-assisted MEC with RSMA-enabled Ambient Backscatter Communication in IoT Network
Anh-Nhat Nguyen, Hai-Dang Le

Session Chair: Prof. Mitali Saha, Professor, National Institute of Technology (NIT), Agartala

Privacy First Predictive Maintenance for Industry 4.0

Speaker: Mr. Nachiappan Chockalingam, IEEE Senior Member

The Hidden Link: Reimagining HBM Through DRAM Training Intelligence

Speaker: Mr. Kabilan Kannan, Independent Researcher in Embedded and Intelligent Computing, AMD Inc, Texas, USA

From Data to Decision: Building the Intelligent Enterprise of Tomorrow

Speaker: Mr. Lokesh Butra, Software Development Advisor, NTT Data Services, Charlotte, USA.

AI-Driven Data Engineering and Cloud Architecture: Building Intelligent and Sustainable Data Ecosystems

Speaker: Mr. Dinesh Eswararaj, Data Architect/Lead Data Engineer ,Compunnel Software Inc, California, USA

Session Chair: Prof. Sima Ghosh, Professor, National Institute of Technology (NIT), Agartala

AI Driven Data Quality: Building Trustworthy and Self-Learning Data Ecosystems for the Future

Speaker: Mr. Ashok Gadi Parthi, Senior Data Architect, Verizon, Celina, TX, USA

When ETL Tests itself: The Rise of Autonomous Data Quality

Speaker: Mr. Mayilsamy Palanigounder, Engineering Specialist Advisor, NTT Data, Plano, Texas, USA

Cloud & AI-Powered Retail: The Next Era of Intelligent Commerce Platforms

Speaker: Mr. Suhas Malempati, IT Project Leader, The Cato Corporation, Charlotte, USA

Intelligent Automation and AI-Ops: Re-Imagining Cloud Data Platforms for Next-Generation Enterprises

Speaker: Mr. Shiva Kumar Reddy Carimireddy, Independent Researcher and Technology Strategist (Principal Cloud Engineer), Frisco, Texas, USA

Session Chair: Prof. John Debbarma, Professor, National Institute of Technology (NIT), Agartala

Modern App Architectures for Scalable, Privacy-First Ad Delivery

Speaker: Mr. Bikesh Kumar, Independent Researcher, IEEE Senior, Texas, USA

AI-Powered Real-Time Data Systems for Digital Finance

Speaker: Mr. Prema K Veerapaneni, Mphasis corporation

AI Intelligence: Shaping the Future of Human-Centric Innovation

Speaker: Ms. Durga Chavali, Senior IT Leader at Trinity Health

Agentic AI: Architecting MCP Client & Server for Autonomous Interaction and Ecosystem Scalability.

Speaker: Mr. Parda Saradhi Chalamalasetty, Acharya Nagarjuna University

Session Chair: Prof. Paritosh Bhattacharya, Professor, National Institute of Technology (NIT), Agartala

Zero Trust Effects on AI and ML Workload Performance

Speaker: Mr. Rajesh Rajamohanan Nair, Doctoral Student, Colorado Technical University

End-to-End PeopleSoft Inbound File Automation Using GoAnywhere, Control-M, and Integrated Reporting

Speaker: Mr. Barani Janakiraman, Senior PeopleSoft HCM Consultant / Applied Thought Auditors and Consultants

Modernizing U.S. Healthcare Financial Systems: A Unified HIGLAS Data Lakehouse for National Efficiency and Accountability

Speaker: Mr. Surender Kusumba, Sr Solutions Architect Trinamix Inc

Beyond Automation: Designing Self-Healing, Zero-Downtime Platforms with Kubernetes and Terraform

Speaker: Mr. Srivenkateswara Reddy Sankiti, Cleveland State University

AI-Powered Data Architecture: How Intelligent Systems Transform Data Quality, Classification, and Enterprise Governance

Speaker: Mr. Rajani Kant, Sr. Director Andavi Solutions Inc , USA

Session Chair: Prof. Mukesh K Sharma, Professor, CCS University, Meerut

From Legacy to Intelligence: Modernizing Enterprise Payment Platforms with AI-Enabled Site Reliability Engineering

Speaker: Mr. Vasudevan Subramani, Technology Leader | Enterprise Cloud & Payment Systems Architect/ Fiserv

Advances in scalable API platforms: AI-Driven API Optimization

Speaker: Mr. Dileep Kumar Somajohassula, DST Health Solutions, LLC

The Future of Digital Supply Chains: Prescriptive and Autonomous Decision Making

Speaker: Mr. Alok Chakraborty, Independent Researcher/ Sr. Supply Chain Solution Architect

An AI-Based Framework for Smarter and Faster Data Migration in SAP S/4HANA

Speaker: Mr. Suresh Dameruppula, MYGO Consulting INC

Architecting Intelligent Enterprise Systems: A Framework for Modernizing Complex Digital Landscapes

Speaker: Mr. Shiva Kumar Bhuram, Dorman Products Inc., USA

The Autonomy - Compliance Paradox: Architecting Zero-Trust Agentic Ecosystems Across the Multi-Cloud

Speaker: Mr. Rahul Ganti, ERPa Inc

AI-Powered Financial Forecasting System for Enhanced Strategic Decision-Making

Speaker: Mr. Akilnath Bodipudi, Common Spirit Health

Omnichannel Financial Services: Bridging Digital Banking and Retail Networks.

Speaker: Mr. Gurmeet Singh Kalra, Director, Software Development / Green Dot Corporation

TS 05: Artificial Intelligence and Machine Learning and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Chaitanya Kulkarni, Independent Researcher, IEEE

Session Chair 2: Mr. Amit Kumar Padhy, Independent Researcher, IEEE

Session Chair 3: Mr. Mohammed Nayeem, Franciscan Health / Elevance Systems

Invited Talk

Intelligent Infrastructure Orchestration: Bridging Classical Systems with AI-Native Architectures for Enterprise-Scale Application Delivery
Speaker: Mr. Raghav Potluri, Senior Principal Software Engineer at F5 Networks

Invited Talk

Defending the AI-Powered Commerce Stack: A Security Framework for Prompt Injection, Review Integrity, and Privacy in Gen AI Retail Systems
Speaker: Mr. Kodali Prakash, Lead platform Owner, Petsmart

579

Lightweight Convolutional Neural Network for Visual Image Reconstruction from fMRI using Limited Data.
Sayandip Ghosh, Sathya P, Dibu AS

589

A Review of Deep Learning Techniques for Thyroid Nodule Detection
Sejal Patil, Vidya Patil

593

Residual Support Vector Machine-Based Novel Classification Framework for Enhanced Fracture Detection in Steel Samples
S. Jafar Ali Ibrahim, N. S. Kalyan Chakravarthy, R. Arshath Raja, Yuvaraj Natarajan, Kousik Nalliyanna Goundar Veerappan

598

Prototype-Enhanced UNeXt: Lightweight Medical Image Segmentation with Efficiency Benchmarks
G Pavithra

614

An Integrated Approach to Conversational Avatars/Models
Shreshtha Singh, Ritu Rani, Arun Sharma

410

A Deep Dive into Cotton Disease Detection using Convolutional and Transformer Networks
Vasanthakumari O, Thamizhamuthu R

TS 06: Data Science and Big Data Analytics and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Sandeep Shivam, Independent Researcher, IEEE

Session Chair 2: Mr. Pavan Nutalapati, Independent Researcher, IEEE

Session Chair 3: Mr. Nishanth Prakash, Principal Member of Technical Staff, Oracle, USA

Invited Talk

AI Augmented Data Modeling for Scalable Semantic Layer
Speaker: Mr. Ravi Teja Medempudi, Director - Advanced Data Analytics & Research - Fidelity Investments

Invited Talk

Quantum Computing and Cybersecurity: Navigating the Next Frontier
Speaker: Mr. Bhooshan Gadkari, T-Mobile US

880

Fusion-Net: Basic Multimodal Fusion for COVID-19 Diagnosis
Somdatta Patra, Abhsihek Yadav, Jessica, Vedant

640

Interpretable Flow-Based Classification of Instant Messaging Applications using TabNet
Ritwick Mondal, Shyam Yadav, Praveen Likhar

749

Flexible Distributional Regression for Remaining Useful Life: GAMLSS Applications to PHM 2012 and NASA CMAPSS
Ruhmah Leya Mammen, Jiju Gillariose, Deepthi Das

760

A Robust GAMLSS Approach for Modeling Indian Demographic Rates: A Comparative Study Highlighting the Gompertz Distribution
Jiju Gillariose, Deepthi Das

763

A Multimodal AI Framework for Real-Time Flood Assessment in Bihar using Remote Sensing and Social Media Data
Anupreet Kaur, Banita Mandal, Bharti Sahu, Pragya Rajput, Laksheta

794

Scalable Big Data Analytics for IoT-Enabled Healthcare Systems
Lovish Miglani, Chinmay Rathore, Rajat Pal, Shivani Sharma

816

Seasonal Snowfall Prediction in Gulmarg, Jammu and Kashmir Using Hybrid ANFIS-GWO Approach
Sandeep Samantaray

TS 07: Intelligent Systems (Online Mode via Google Meet)

Session Chair 1: Mr. Chandrashekhar Medicherla, Independent Researcher, IEEE

Session Chair 2: Mr. Tejas Pravinbhai Patel, Independent Researcher, IEEE

Session Chair 3: Dr. P. Nagaraj, Associate Professor, SRM Institute of Science & Technology (SRMIST) - Deemed to be University

556

Smart Cities and Infrastructure: Leveraging IoT, Big Data and AI for Efficient Urban Planning and Sustainable Development
Maheshkumar Maharudrappa

584

A Hybrid Mobile Sink Routing Framework for Wireless Sensor Networks using Bipartite Graph Partitioning and Gauss-Markov Model with Ant Colony Optimization
M. Anusha, SK. Fathimabi

596

A Comprehensive Survey on Trends, Challenges and Advances in Secure and Efficient Edge Computing Frameworks
Gomathy A, Durga S

702

Improving Network Applications via Block-Based Link Prediction and Diffusion in Multilayer Systems
Lekshmi Nair, Jo Cheriyan

769

Efficient Load Distribution in Cloud Data Centers: Design and Evaluation of a Proposed Load Balancing Algorithm
Sunaina Mehta, Sushil Bhardwaj, Sunaina Garg

387

Advanced Brain Signal Acquisition and Preprocessing Techniques for Neural Systems
Vedavalli S, Bagavathi Lakshmi R

582

MedChain: A Blockchain-based Solution to Manage and Record Patient Data Securely
Manya Srivastava, Keshav Dokania, Gorugantu Sreevindhya, Yuvaraj Natarajan, Sripreethaa K R

TS 08: Artificial Intelligence and Machine Learning (Online Mode via Google Meet)

Session Chair 1: Mr. Hemang Upadhyay, Sr. Product Manager at LG Electronics North America

Session Chair 2: Mr. Bharadwaj Vulugundam, Independent Researcher, IEEE

Session Chair 3: Mr. Vinay Soni, Independent Researcher, IEEE

641

Region Based Deep Learning Framework for Forest Fire Detection using Faster R-CNN
S.Beula Princy, V Deepa, R.Jeevitha

686

Whisper–PyAnnote: An Integrated Approach for Meeting Transcription and Diarization
Anoop G L, Christopher Samuel, Ashvath S P, Mithun B N, Ugranada Channabasava, Vinodh H C

708

Geospatial Epistemology in Literary Creativity: A Comparative Study of Human and AI Textual Constructs
Francesco De Pascale, Simone Cuconato, Matteo Bona, Donato Ferrari

725

GlaucoEnsemble: Leveraging State-of-the-Art CNNs for Enhanced Retinal Disease Classification
Madhav Chauhan, Ronak Patel, Dharm Makani

746

Multimodal AI in Pulmonary Healthcare: Advancements, Challenges and an innovative Approach for Early Detection
Abdelhamid Elasri, Ghalem Belalem, Saïd Mahmoudi, Fatiha Barigou

808

Deep Learning Advancements in Plant Disease Detection: Hybrid Frameworks, Attention Models, Multimodal Models and Evolving Trends
Aoudumber D. Londhe, Amarnath Chadchankar, Namdev M. Sawant, Aishwarya Yogesh Kadam

587

Dynamic Text-Attributed Graphs and Learning Models for Community Evolution: A Survey of Recent Advances
Sruthi K S, P B Divya, A Sreekumar, Kannan Balakrishnan

649

Mobile-Friendly MaxViT: Efficient Skin Lesion Classification via Neural Architecture Search and Knowledge Distillation
Shraajan Gupta, Chinmay Sultanpuri, Rachit Malya, Anokh Surpur, Uday Kulkarni

TS 09: Artificial Intelligence and Machine Learning (Online Mode via Google Meet)

Session Chair 1: Mr. Deepak Kole, Independent Researcher, IEEE

Session Chair 2: Mr. Venkat Nutalapati, Independent Researcher, IEEE

Session Chair 3: Mr. Padmanabham Venkiteela, Senior Enterprise Architect - Integration | AI Researcher, Trellix

750

An Ensemble Machine Learning Model for Brain Stroke Classification and Risk Assessment using k-Means Clustering
Nashin Tabassum, Md. Salah Uddin Yusuf

387

ASD Prediction via Multilayer Perceptron with DropConnect and Adaptive Learning Optimization
Thirugnanasambandha Murthy, A., G.K. Arun

637

A Diffusion-Based Interactive Simulator for Multi-Game Generation
Chinmay Sultanpuri, Rachit Malya, Shraajan Gupta, Anokh Surpur, Uday Kulkarni

765

Neuroretina: AI-integrated retina scanner for early detection of Alzheimer disease
Jeevitha S R, Nishitha S M, Amsavalli K, Sangeetha V, Vijayaraj J, Prabhavathi N

781

Enhancing Geological Image Interpretation with Advanced Segmentation Techniques
S Sivakumar, Saranya Das, Neha Kesavan, Nora Sara Thomas

837

Hybrid LSTM–SVM Ensemble Framework with SMOTE for Robust Prediction of Polycystic Ovary Syndrome from Clinical and Biochemical Data
Jastinder Kaur, Raj Sinha

847

Recent Advances in Sign Language Recognition: A Review of Deep Learning and Classical Machine Learning Approaches
Viju Shankar, Anju Pratap

779

A Behavior-Driven Approach to Insider Threat Detection in Organizational Systems
Deepika Ajalkar, Arti Patle, Nidhi Chandurkar, Piyush Bawaskar, Rohit Gele

751

AgriWatch: A Real-Time IoT-Based Crop Health Monitoring System using Hyperspectral Imaging
Rashmi Gupta, Dheeraj Kumar Dixit