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Shivani Tayal is a seasoned data professional with extensive experience in data engineering, data science mentoring, and machine learning moderation. Currently serving as a Data Engineer at Webonise and a Data Science Mentor at Careerera -SNVA EduTech, Shivani also moderates machine learning courses at Great Learning. Previous roles include Data Analyst at The Citco Group Limited and Software Analyst at Accenture, where skills in RESTful APIs, automation scripting, and data processing were honed. Shivani's early career included a digital marketing and data analysis internship at CashKaro.com. Academic credentials encompass a Master's in Computing and Data Analytics from Saint Mary's University, a Postgraduate Degree in Business Administration from York University, and a B.Tech in Computer Science from Guru Nanak Dev Engineering College.