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Ritu Kumari

@ritukumari1

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Data Analyst turning SQL and Python insights into KPI reporting and decision support.

India

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What I'm looking for

I’m looking for a role where I can build KPI and MIS reporting, run SQL/Python analysis on large datasets, and turn stakeholder requirements into clear, automated insights for better business decisions.

I’ve spent the last couple of years as an Associate – Data Analyst at Capgemini, extracting, cleaning, validating, and analyzing 50,000+ operational records with SQL to surface delay patterns and operational inefficiencies. I’ve built and maintained Excel KPI/MIS dashboards across multiple metro routes, and I automated weekly and monthly reports with Excel macros to improve accuracy and save 4+ hours per week.

I also supported ad-hoc and trend analysis on 25,000+ transaction records using SQL and Python for pricing optimization and A/B testing, while working with cross-functional stakeholders to translate requirements into actionable insights. Alongside that, I’ve done dataset work like analyzing 83,000+ patient records and creating interactive Power BI KPI dashboards for healthcare cost optimization.

Experience

Work history, roles, and key accomplishments

Associate – Data Analyst

Capgemini

Nov 2022 - Jul 2024 (1 year 8 months)

Performed data extraction, cleaning, validation, and analysis on 50,000+ operational records using SQL to identify delay patterns and operational inefficiencies. Designed and maintained Excel-based KPI and MIS dashboards to monitor performance metrics across multiple metro routes.