A private, high-impact agricultural ecosystem developed during my tenure at the startup TUNIR. This platform empowers farmers through AI-driven tools, starting with a secure onboarding process where users select their exact land position and area on an interactive map. The core experience features a sophisticated AI Chatbot for real-time expert guidance, alongside advanced predictive modeling for crop yields and intelligent recommendation engines that suggest optimal planting and irrigation strategies based on localized soil and climate data. Due to its proprietary nature for TUNIR, the source