Dr. Shivani Bali is an academician, trainer, researcher, and consultant with more than 17 years of experience in the field of Decision Sciences and Operations Management. She is working as Professor at Jaipuria Institute of Management, Noida. She has published around 30 research papers indexed in SCI/WoS/ Scopus journals and published 4 patents. She has been working on consulting assignments with many reputed companies and have imparted training programs in the area of data science and business analytics. Her areas of interest are Business Analytics, Data Science, Operations, and Supply Chain Analytics.