Dr. M. Aruna Safali (Miriyala Aruna Safali) obtained her Masters in Computer Science and Applications from Acharya Nagarjuna University. Then she obtained her Master’s degree in Computer Science Engineering from JNTU Kakinada and PhD in Computer Science majoring in Sentiment Analysis using Machine Learning algorithms from Acharya Nagarjuna University. She has also obtained 2 patents and published more than 12 papers in National and International journals and Fellow member in APAS and I2OR. Currently, she is an Associate Professor at the Dept of Computer Science and Engineering, Dhanekula Institute of Engineering and Technology, Ganguru, Vijayawada. Her specializations include Data Mining, Machine Learning and IOT. Her current research interests are scientific cognition of learning using Deep learning, Domain Sensitive large scale framework using NLP, Internet of Things and Sentiment Analysis.