Shivani Deo is an experienced analytics consultant at DataBeat since January 2021, where previous roles included data analyst. In April 2020, Shivani completed a project at the Indian Institute of Technology, Kanpur, focused on applied machine learning and data science, involving the classification of tweets. Prior experience includes working as a web software developer at Mor Mukut Marketing Pvt Ltd in May 2018. Shivani holds a Master’s degree in Machine Learning and Artificial Intelligence from the Indian Institute of Information Technology & Management, Kerala, completed in 2021.