•Compliance Operations is a part of Product Assurance, Risk & Security Team.•Create the rules and procedures to classify all products according to internal requirements and legal regulations, using automation, technologies and data analysis to continuously improve the shopping experience.•Using of Redshift and postgreSQL to collect data. •Writing syntax to catch restricted products. •Validating test results as per the syntax. •Launching of the class live after being classified in the automation tool.•Analyzing product data to identify trends, patterns, and insights that can inform decision-making related to product development, marketing strategies, and user experience.•Tracking key performance indicators (KPIs) for products, such as user engagement metrics, conversion rates, and revenue growth. Identifying areas for improvement and optimization.•Conducting market research to understand industry trends, competitor products, and customer preferences. Using this information to provide recommendations for product enhancements and new feature development.

•Collecting data from various sources, including databases, spreadsheets, and APIs. Cleaning and preprocessing data to ensure accuracy and consistency.•Analyzing data sets to identify trends, patterns, and correlations. Utilizing statistical methods and data visualization techniques to present findings effectively.•Creating reports and presentations summarizing data analysis results. Presenting findings to stakeholders in a clear and understandable manner.•Assisting in the management of databases, including data entry, maintenance, and optimization.•Collaborating with other team members, including data scientists, business analysts, and project managers, to support data-driven decision-making.•Achieve productivity targets so as to improve the overall performance of the team.

∙ Running diagnosis through INLINE 6 or INLINE 7 of Cummins ISBe 5.9 or ISBe 6.9 engines (BS4). ∙ Checking parameters for various electrical problems in the vehicle and calibration thereby. ∙ Taking decision and guiding technicians as per ECM diagnosis data log and TATA Cummins norms. ∙ Involving and communicating Cummins officials for tough issues to resolve. ∙ With enhance effective approach ensuring customer satisfaction.