About
Detail-oriented Data Analyst with 3+ years of experience in data classification, data validation, quality assurance, and root cause analysis within retail analytics and market-research environments. Bachelor's degree in Mechanical Engineering with strong analytical and problem-solving skills, experienced in translating unstructured information into consistent, decision-useful classification frameworks and structured reporting. Skilled in SQL, Python, R, Power BI, and Tableau, with a proven record of improving data accuracy, standardizing classification/taxonomy guidelines, and supporting cross-functional teams (technical, operations, and business stakeholders) in Agile environments. SAP Certified in Analytics Cloud and S/4HANA Cloud (Sales). Currently pursuing a PGDM in IT Project Management to strengthen stakeholder management and structured reporting capabilities.
Skills & Expertise (29)
Work Experience
Data Associate
Numerator India Pvt. Ltd.
Nov 2024 - Present
Transcribe and structure US and Canadian retail receipt data into standardized formats, maintaining consistently high accuracy for downstream reporting. Perform manual data review, classification, and business rule validation to ensure datasets meet defined quality standards before release — building structured, consistent classification frameworks that keep data searchable, comparable, and decision-useful. Conduct root cause analysis on recurring data discrepancies and implement corrective actions to prevent repeat errors, distinguishing between data-entry, process, and system-driven causes. Apply quality assurance checks and automated validation processes to safeguard data integrity across high-volume retail datasets. Support retail market research and consumer insights initiatives by ensuring clean, reliable, and analysis-ready data for reporting to stakeholders.
Payroll Associate
Virtual Tech Outsourcing Ltd.
Sep 2023 - Dec 2023
Delivered tailored payroll processing solutions, contributing to a 15% reduction in resourcing and taxation costs. Improved payroll processing accuracy by 15% by helping implement a new time-tracking system and verification workflow. Reviewed and corrected employee work-status records, improving payroll precision and reducing recurring errors. Partnered with cross-functional departments to resolve payroll discrepancies accurately and within defined timelines.
Data Classification Associate
Numerator India Pvt. Ltd.
Mar 2021 - Jul 2022
Accurately classified and labeled over 10,000+ data records, achieving 99% accuracy to support downstream analysis and decision-making. Identified root causes of misclassification and implemented targeted corrective measures, improving classification accuracy by 18%. Reduced data retrieval times by 20% by developing and standardizing efficient data classification guidelines and taxonomy for the team. Maintained data integrity through strict quality controls, ensuring reliable data for downstream business analysis and reporting. Analyzed and segmented consumer data to support targeted marketing campaigns and improve engagement strategy. Contributed to Agile project workflows, ensuring timely and accurate data delivery against project milestones and deadlines.
Education
PGDM – IT Project Management - Welingkar Institute of Management
- · Afghanistan
B.Tech – Mechanical Engineering - Parul University
- 2020 · Afghanistan
Certifications
SAP Certified – Data Analyst, SAP Analytics Cloud
· 2026
SAP Certified – Implementation Consultant, S/4HANA Cloud Private Edition, Sales
· 2026
Career Essentials in Project Management
Microsoft & LinkedIn · 2024
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Skills (29)
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