ICIP 2027

International Conference on Artificial Intelligence
and Machine Learning for Agro-Ecosystems

(ICAIML-AE 2026) – Hybrid Mode

Organized By: Faculty of Science and Technology, Vishwakarma University
In collaboration with Binghamton University, Thomas J. Watson College of Engineering and Applied Science, New York, USA

Date: 2^nd – 3^rd July 2026

Location: Vishwakarma University, Pune, Maharashtra, India

Program Schedule

Day 1: Thursday, July 2, 2026 (Venue: Building 1 & Building 2, Vishwakarma University)

Time	Program & Venue
9:00 AM - 10:15 AM	Registration, Breakfast & Preparation
10:30 AM - 11:30 AM	Inauguration — Venue: Auditorium, Building 1.
11:30 AM - 11:45 AM	Group Photo Session
11:45 AM - 12:00 PM	Tea Break
12:00 PM - 1:00 PM	Keynote: Mr. Salil Bongale, Head of IT & Digital, Syngenta, Pune, INDIA. Topic: AI in Agriculture
1:00 PM - 2:00 PM	Lunch Break

Parallel Sessions: 2:00 PM - 4:00 PM

Track	Session Chair	Venue
Track 1: Core Artificial Intelligence & Machine Learning — Session I (Online)	Soham Patel, Product Quality Manager and Delivery Lead, Sodales Solutions, Pune	Room No: 2102, Building No 2 (participants join via Zoom)

Paper ID	Paper Title	Time
83	Prediction of Biochemical Oxygen Demand Using Ensemble Machine Learning Algorithms	2:00-2:15 PM
84	HTTP Flood Detection for Smart Agriculture Using Nginx and Flask	2:15-2:30 PM
89	Q-Learning with VLA Perception for Real-World Navigation Using Low-Cost Sensors	2:30-2:45 PM
134	Intelligent Cyber Security Systems using Machine Learning	2:45-3:00 PM
137	Attention-Based BiLSTM with Mutual Information Feature Selection for Improved Solar Radiation Prediction	3:00-3:15 PM
162	Next-Generation Educational AI Using Retrieval-Augmented Generation: Research Trends and Open Problems	3:15-3:30 PM
177	Cross-Validated Machine Learning Stacking Ensemble Regression for CCTA-Based Coronary Artery Blockage Prediction	3:30-3:45 PM
409	AI-Driven Personalized Ayurvedic Migraine Management Using RAG and Large Language Models	3:45-4:00 PM

Track	Session Chair	Venue
Track 1: Core Artificial Intelligence & Machine Learning — Session II (Offline)	Murtaja Arifhusen Kadiyani, Senior Engineer, Nagarro LLC., Pune	Room No: 2009, Building No 2

Paper ID	Paper Title	Time
258	IndianDeepGuard: Enhancing Deepfake Detection through Cultural and Multi-Modal Context	2:00-2:15 PM
281	Enhancing Brain Tumor Classification with Explainable AI: A Comparative Study of CNN Model	2:15-2:30 PM
353	Hybrid Feature-Based Comparative Analysis of Supervised and Unsupervised ML-Based Intelligent Bot Detection Model for Social Media Data	2:30-2:45 PM
373	A Systematic Review of Artificial Intelligence Applications Across the Agricultural Value Chain: Opportunities, Limitations and Ethical Frontiers	2:45-3:00 PM
374	A Comparative Study of CNN, Vision Transformer, and Hybrid Architectures for Psoriasis Image Classification	3:00-3:15 PM

Track	Session Chair	Venue
Track 2: Intelligent Agro-Ecosystems & Smart Farming — Session I (Online)	Rushikesh Sanjiv Tanksale, Founder CEO, RS's Two Registers OPC PVT LTD, Pune	Room No: 2103, Building No 2 (participants join via Zoom)

Paper ID	Paper Title	Time
12	AI-Based Mango Pest and Disease Detection Using MobileNetV2 with a Web-Integrated Farmer Decision Support Platform	2:00-2:15 PM
77	A Deep Learning-Based Integrated Smart Dairy Farming System for Cattle Health Monitoring and Milk Quality Analysis	2:15-2:30 PM
91	Deep Convolutional Framework for Multi-Crop Disease Identification	2:30-2:45 PM
105	A Hybrid Machine Learning Framework for Crop Yield Prediction Using Multivariate Agro-Climate and Soil Data	2:45-3:00 PM
232	Artificial Intelligence in Precision Agriculture: A Systematic Survey of Technologies, Applications, and Future Research Directions	3:00-3:15 PM

Track	Session Chair	Venue
Track 2: Intelligent Agro-Ecosystems & Smart Farming — Session II (Offline)	Dheeraj Rathod, Product Manager, HCLTech, Pune	Room No: 2010, Building No 2

Paper ID	Paper Title	Time
259	Advancements in Crop Phenological Stage Mapping Using Satellite Imagery and Spectral Analysis: A Review	2:00-2:15 PM
260	Early-Season Crop Yield Prediction Using Multi-Sensor Data Fusion: A Review of Emerging Techniques	2:15-2:30 PM
271	A Dynamic Weather-Driven Multicrop Framework for Crop Water Demand Assessment Using GDD-Based Phenology and Climatic Crop Coefficient Adjustment in Semi-Arid Agriculture	2:30-2:45 PM
406	A Small Language Model Framework for Intelligent Agricultural Knowledge Retrieval and Context-Aware Decision Support	2:45-3:00 PM

Track	Session Chair	Venue
Track 4: Sustainability, Climate & Environmental Intelligence; Industry, Policy & Real-World Deployments; AI-Driven Management and Entrepreneurship in Agri-Ecosystems (Hybrid)	Uday Chauhan, Engineering Manager, Fyndna Tech Corp Pvt Ltd, Pune	Room No: 2011A, Building No 2 (Online participants join via Zoom)

Paper ID	Paper Title	Time
183	Geospatial Technology for River Water Quality and Morphological Assessment: A Review of Recent Advances (Offline)	2:00-2:15 PM
200	A Multi-Stage AI Framework for Solar Energy Prediction and Smart Irrigation Scheduling with Economic and Land Optimization (Offline)	2:15-2:30 PM
268	Understanding Gen Z Consumer Purchase Intention for Sustainably Packaged Agri Products (Offline)	2:30-2:45 PM
299	Ensemble Machine Learning Framework for Multi-Horizon Electricity Demand Forecasting Across Indian Grid Regions (Online)	2:45-3:00 PM
381	Sustainable Investment Trends Among Retail Investors in Pune: A Behavioral Study on Investment Preferences and the Role of AI in Decision Making (Offline)	3:00-3:15 PM
389	Supervised Learning and IoT Sensor-Based Landslide Detection and Early Warning System: Design, Implementation, and Evaluation (Online)	3:15-3:30 PM
133	Digitizing Campus Activities: Enhancing Transparency and Efficiency in University Event Management (Online)	3:30-3:45 PM

Track	Session Chair	Venue
Track SS1: Legal, Ethical and Regulatory Frameworks for AI in Agro-Ecosystems and Biotechnology (Hybrid)	Dr. Suvarna Nilakh, Associate Professor, ILS Law College, Pune	Room No: 2011C, Building No 2 (Online participants join via Zoom)

Paper ID	Paper Title	Time
212	Artificial Intelligence for a Sustainable Ecosystem: Opportunities, Structural Challenges, and Regulatory Pathways (Offline)	2:00-2:15 PM
313	Rethinking Intellectual Property in the Age of AI: A Policy Framework for Agricultural Biotechnology (Offline)	2:15-2:30 PM
318	Artificial Intelligence (AI) in Agriculture and Accountability (Liability): A Legal Perspective (Offline)	2:30-2:45 PM
334	Patentability of Genetically Modified Seeds in India: Doctrinal Ambiguities and Regulatory Interface in the Light of Monsanto–Nuziveedu Litigation (Offline)	2:45-3:00 PM
341	Black Boxes in the Field: Trade Secrets, Algorithmic Opacity, and a Tiered Disclosure Framework for AgTech in India (Offline)	3:00-3:15 PM
371	When Algorithms Fail the Farm: Rethinking Liability Frameworks for AI in Agriculture — A Comparative Study of India, the EU, and the United States (Offline)	3:15-3:30 PM
223	Uncloaking Green Finance and Taxonomy: Overlapping Explainable AI and ESG-Centric Human Oversight in the Future of India's Sustainable Future (Online)	3:30-3:45 PM
276	Governing Intelligent Machines on the Farm Field: Legal and Regulatory Frameworks for AI in Climate-Smart Agriculture — A Comparative Analysis of India, the EU and the United States (Online)	3:45-4:00 PM

Track	Session Chair	Venue
Track SS3: Emerging Trends and Real-World Applications of Artificial Intelligence and Machine Learning (Hybrid)	Mr. Uday Kadam, Vice President - Engineering, Matisaar Technologies, Pune	Room No: 2012, Building No 2 (Online participants join via Zoom)

Paper ID	Paper Title	Time
358	NeuroSentinel AI: An Explainable Multi-Model Mental Health Decision Support System (Offline)	2:00-2:15 PM
392	A Multi-Source AXI4-Stream Arbiter with Priority-Based Flow Control for Heterogeneous AI Systems (Offline)	2:15-2:30 PM
194	Design and Implementation of a Web Platform for Unified Outcome-Based Education Data Management (Online)	2:30-2:45 PM
236	Cybersecurity Challenges in Digital Agriculture: A Hybrid AI-Based Framework (Online)	2:45-3:00 PM
267	Optimization-Enhanced CSI-Aware Mobility Management for 5G and 6G Networks: A Structured Review (Online)	3:00-3:15 PM

4:00 PM - 4:45 PM	Valedictory
4:45 PM Onwards	High Tea

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