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Shivani Singh is a Senior Data Analyst at GEOTAB, with previous experience as a Business Data Analyst at Metrolinx. Shivani also worked as a Research Assistant at Durham College and as a Business Technology Analyst at Deloitte Consulting. Prior to that, Shivani was a Test Lead at Tata Consultancy Services. Shivani holds a post graduation degree in data analytics into business decision making from Durham College, a Bachelor of Engineering (B.E.) in Computer Science from Oriental Institute of Science & Technology, and completed their 12th in PCM from JNV,KAIMUR.