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Work Experience
Data Scientist
Shell India Markets Private Limited• March 2021 - Present
• Responsible for business engagement with stakeholders, understanding the business requirements and generating optimized automated solutions. • Worked in multiple major business stream inside Shell Retail: Retail Network & Real Estate Planning. ▪ Created a Network Planning Solution with information from variety of network related data sources along with advanced analytical functionality such as spatial analytics & predictive modelling. ▪ Delivered Sales Prediction model for evaluating the best location across the country for site setup as well as predicting the sales of existing Shell sites. ▪ Built a decision support business solution to help EV Charging Managers & Network Planners for finding out the true potential sites/areas for EV Charger setup in California state. Tool was well accepted by market. And provided us an opportunity for China roll-out. ▪ Created a Value Maximizer tool for Network business to track detailed P&L financials for planning optimum retail real estate strategy from global partnerships and contract management whilst keeping strong focus on cash preservation and optimization.
Associate Data Scientist
Shell India Markets Private Limited• November 2018 - February 2021
Global Retail Marketing: ▪ Built a sustainable solution for entire Retail community across Shell to track critical business goals of Retail Globally, called Retail Ambitions. Fuel Marketing: ▪ Collaborated with Fuel Marketing Team to understand key trends impacting Fuel business and levers influencing consumer behavior across markets, and to help in data-driven decision making.
Data Scientist
Applied Data Finance• October 2016 - November 2018
• Drafted and implemented predictive models for solving business problems for a Financial Institution with help of different statistical and machine learning techniques. • Established scalable, efficient, automated processes for large scale data analysis, model development, model validation and model deployment • Variables selection for model building and comparing different modeling approach • Conducted risk analysis for customers applying for loans • Led tasks which involve the use advanced modelling techniques – regression, classification and other machine learning techniques to provide actionable results and to influence business decisions • Led the implemented of analytics and visualization components for SMM (Single Month Mortality) Trends with different vintages (time periods) and delinquency rate, response rate with our model results for different running campaigns • Recommended data analytic solutions like profit analysis, response analysis and risk analysis for annual/ half/ quarter year customers data • Provided thought leadership management in defining, implementing, ensuring, measuring & continuous improvement of predictive models along with quality standards
Education
IIT, Jodhpur (Indian Institute of Technology)
System Science, M.Tech• July 2014 - May 2016
8.47/10 CGPA
Swami Keshvanand Institute Of Technology, Management & Gramothan
Electronics & Communications, B.Tech• August 2010 - May 2014
67.36%
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