Humaira Rana is the Assistant General Manager at Crop2X, which provides an AI & IoT-based data-driven crop monitoring solution to the local farming community to increase their crop productivity and save their inputs. She is an electronics engineer by education and is pursuing her Masters in Data Science. She has experience working as an independent freelancer and manager of operations, finance, and marketing for agritech startups.