Shivangi Arvind oversees all research efforts at AgEye in applying AI (Artificail Intelligence) and IoT (Internet of Things) technologies to create autonomous horticultural lighting technology. She's a dedicated steward of horticulture whose recent research includes canopy management, crop malformation and impact of climate change on horticulture. Shivangi spent the last six years researching on various aspects of high-density plantation of guava including spacing, pruning intensity and leaf to fruit ratio in the Indian tropics and sub-tropics. Shivangi has a Ph.D. with Horticulture (major) and Plant Physiology (minor), M.Sc. in Horticulture (Fruit Science) and B.Sc. in Agriculture Science.