MUHAMMAD SAFWAN AHMAD SAFFI@Safwan007

AgriGuardAI is an innovative agricultural technology solution that leverages the power of IBM's watsonx.ai to revolutionize crop management and protection. This advanced system combines cutting-edge artificial intelligence with comprehensive data analysis to provide farmers with an unprecedented level of insight into potential risks facing their crops. By integrating location-specific information, real-time climate data, and detailed crop characteristics, AgriGuardAI creates a holistic view of each farm's unique ecosystem. The AI continuously monitors and analyzes this data, using predictive modeling to anticipate a wide range of threats, from pest infestations and disease outbreaks to extreme weather events. What sets AgriGuardAI apart is its ability to deliver timely, actionable intelligence. Farmers receive real-time alerts on their mobile devices or computers, warning them of impending risks and providing expert-developed strategies to mitigate these threats. This proactive approach allows for rapid response, potentially saving entire harvests from devastation. Beyond risk management, AgriGuardAI offers valuable insights for yield optimization. By analyzing historical data and current conditions, the system can recommend optimal planting times, irrigation schedules, and fertilizer applications tailored to specific crops and locations. AgriGuardAI empowers farmers to make data-driven decisions, ultimately leading to more resilient and productive agricultural practices. This smart farming solution represents a significant step towards sustainable agriculture in the face of changing climate patterns and increasing global food demand.​​​​​​​​​​​​​​​​

The AI-driven chatbot is designed to enhance customer service in retail environments. By integrating a fine-tuned xLAM adapter with the xLAM model using PEFT, the chatbot delivers precise, reliable responses through tool-calling functions. This system leverages predefined SQL functions to query and analyze synthetic retail data, ensuring accuracy and minimizing the risk of AI hallucinations. the chatbot operates through a user-friendly Streamlit interface, which not only facilitates seamless interactions but also maintains a record of previous conversations for improved customer support. This combination of advanced AI and robust tool integration offers an effective solution for managing and responding to retail inquiries.