Upcoming Product Competitions in College Fests, Events in November 2025.

The integration of advanced technologies into agriculture is revolutionizing how food is produced, monitored, and managed. As global challenges such as climate change, resource scarcity, and population growth intensify, the need for smart, data-driven agricultural systems has never been greater. The workshop, “Smart Agricultural Systems: Leveraging Artificial Intelligence (AI) and Machine Learning (ML) Applications,” is designed to provide participants with an in-depth understanding of how cutting-edge technologies like AI, ML, and Wireless Sensor Networks (WSNs) can transform agriculture into a sustainable, efficient, and highly Productive domain. This workshop serves as a comprehensive platform for learning, discussion, and collaboration. Participants will explore the potential of AI and ML applications in agriculture, ranging from predictive analytics and precision farming to autonomous decision-making systems. Through interactive sessions, hands-on activities, and case studies, this programme aims to equip attendees with the skills and knowledge required to implement smart agricultural systems effectively. Agriculture has traditionally relied on labor-intensive methods and manual decision-making. However, the advent of the Internet of Things (IoT), wireless sensor technologies, and artificial intelligence has ushered in a new era of “smart farming”. Wireless Sensor Networks enable farmers to monitor environmental and crop conditions in real time, collecting critical data such as soil moisture, temperature, humidity, and pest activity. By applying AI and ML algorithms to this data, farmers can make data-driven decisions that optimize resource use, improve crop yields, and reduce waste.

Sub Themes

➢ Wireless Sensor Networks for Agriculture
➢ Artificial Intelligence and Machine Learning Basics
➢ Data Collection, Preprocessing, and Analysis
➢ AI and ML Applications in Agriculture
➢ Sustainability in Agriculture through Technology
➢ Smart Supply Chain and Market Analytics
➢ Hands-on Practical Sessions
➢ Case Studies and Real-World Applications

SESSION-I
Introduction to Human Rights
Constitutional provisions
Universal Declaration on Human Rights, 1948
International Covenants regarding Human Rights
Rights of Women


UN Convention on the Elimination of All Forms of Discrimination against Women, 1979 and its optional protocols
Indian Constitution Provisions for Protection of Rights of Women
Composition and functioning of NWC/SWCs
SESSION-II
Rights of Women contd.
Sexual Harassment of Women at Workplace & Complaints Mechanism
Women trafficking
Violence against women
SESSION-IV
Protection of Women from Domestic Violence Act, 2005
Female feticide and Pre-Conception and Pre-Natal Diagnostic Techniques (Prohibition of Sex Selection) Act, 2003
Issues relating to women of disadvantaged sections like SC/ST or persons with disability
SESSION-IV
Rights of Women contd.
ReProductive and Maternal Health
Nutritional deficiencies among women
Education and Employment issues
Valedictory

One day Hands on Business-Oriented workshop on Biodiesel Production and Characterization as per ASTM Standards Biofuels-Introductory concepts Production & Performance Evaluation Lab scale Biodiesel Production Biodiesel Pilot plant operation Biodiesel Washing and Drying techniques Flash and Fire point measurements Calorific value measurements Acid number , Moisture content, Density Viscosity, Corrosion measurements Cloud and Pour point measurements Familiarization of SDG 7

1️⃣ Deep Learning & Computer Vision Workshop
Hands-on training on neural networks, image processing, model deployment, and real-world AI applications.
2️⃣ Edge AI & IoT Robotics Lab
Develop and deploy AI on NVIDIA Jetson kits with live demonstrations of robotics, automation, and sensor-based intelligence.
3️⃣ Generative AI Studio
Interactive sessions on text, image, and video generation using popular GenAI models.
4️⃣ Quantum Computing with IBM Qiskit
Explore qubits, gates, circuits, and run experiments on IBM Quantum systems.
5️⃣ Hands-On Python for AI & ML
Fast-track sessions covering essential Python libraries like NumPy, Pandas, OpenCV, TensorFlow, and PyTorch.
6️⃣ Research & Publication Masterclass
Guidance on writing high-impact research papers, SCI journals, funding proposals, and collaboration strategies.
7️⃣ Keynote Talks by Industry Experts
Talks by professionals from KwantumG Research Labs & EDSOLs Innovations on the future of AI, Edge Intelligence & Quantum Systems.
8️⃣ Innovation Expo (Mini Tech Showcase)
Demonstrations of student and faculty prototypes, AI mini-projects, and quantum simulations.
9️⃣ AI Tools & Productivity Demo Zone
Explore AI-powered tools for teaching, research, coding, automation, and creativity.

Biofuels-Introductory concepts Production & Performance Evaluation Lab scale Biodiesel Production Biodiesel Pilot plant operation Biodiesel Washing and Drying techniques Flash and Fire point measurements Calorific value measurements Acid number , Moisture content, Density Viscosity, Corrosion measurements Cloud and Pour point measurements Familiarization of SDG 7