Agriculture is the most important sector which occupies major share in Indian economic growth. It requires more water and higher human intervention to get more productivity. Water is more precious, and it needs to be used very carefully as it is basic and essential element on earth. So, smart and intelligent farming is required to utilize water resource efficiently along with less human intervention which leads to more production. In this paper, a prototype of a smart and intelligent farming system based on Internet of Things (IoT) is proposed to utilize the resources such as water and human effectively. This system consists of a set of sensors and microcontroller units which is used to monitor humidity, temperature and soil moisture. Water motor is automatically controlled using relay based on moisture content of the crop field. ThingSpeak IoT cloud platform is used to gather, visualize and analyze the sensor data.