Professional with 8 years of experience in data analysis and predictive modeling across the loyalty and payments domain. Experienced in solving complex business problems using statistical analysis, machine learning, and data visualization techniques. Skilled in client management, project delivery, and leading teams to deliver the best results and add value to the business. In previous roles, Sumit has worked with large datasets to develop predictive models for customer segmentation, and customer behavior analysis. They have also designed and implemented A/B testing frameworks to measure the impact of marketing campaigns and created interactive dashboards for self-service data exploration. Sumit has extensive experience working with various data analysis tools including SQL, Python, R, Hive, and Impala. They are also proficient in using data visualization tools such as Tableau, Power BI, and Excel to create compelling and informative data visualizations. Sumit holds an MBA from IIM Lucknow and a Bachelor's degree in Electronics and Communication Engineering from NIT Kurukshetra. He has also delivered training sessions for campus hires and mentored school students as part of CSR initiatives.