About
Results-driven Data Analyst with 4+ years of experience in data analysis, data cleaning, and business reporting using SQL, Excel, Python, Power BI, and Tableau. Strong expertise in exploratory data analysis (EDA), dashboard development, KPI tracking, and transforming raw data into actionable business insights. Proven ability to collaborate with stakeholders and support data-driven decision-making.
Skills & Expertise (26)
Work Experience
Data Analyst
CIBC (Canadian Imperial Bank of Commerce)
Oct 2023 - Present
Conducted exploratory data analysis (EDA) to identify anomalies, trends, and potential risks impacting digital banking operations. Supported security and reliability analysis by analyzing logs, incidents, and transaction data to detect unusual patterns. Automated recurring MIS and operational reports using SQL and Excel, reducing manual reporting effort and improving turnaround time. Collaborated with cross-functional teams including QA, IT, and business stakeholders to understand requirements and deliver data-driven insights. Assisted in UAT and production support analysis by validating data outputs and ensuring reporting accuracy post-deployment. Prepared clear analytical reports and visualizations to support management decision-making and continuous platform improvement.
Data Analyst
Infiniti Software Solutions Pvt. Ltd
Aug 2021 - Present
Analyzed large-scale digital banking data to monitor platform performance, user behavior, and transaction trends across multiple banking services. Developed and maintained interactive dashboards using Power BI / Tableau to track KPIs related to functionality, reliability, and system usage. Wrote complex SQL queries (joins, subqueries, window functions) to extract, transform, and validate data from multiple banking data sources. Performed data cleaning, validation, and transformation to ensure data accuracy, consistency, and regulatory compliance.
Data Analyst
IRetail Store
Aug 2021 - Sep 2023
Developed an interactive Retail Store Sales Dashboard to analyze point-of-sale (POS) data and monitor overall store performance. Collected and analyzed POS transactional data to evaluate store sales performance and operational efficiency. Designed and developed interactive dashboards using Power BI / Tableau to track KPIs such as daily sales, revenue, product performance, and stock availability. Wrote optimized SQL queries (joins, aggregations, subqueries) to extract and transform retail sales data from relational databases. Performed data cleaning, validation, and transformation to ensure data accuracy and consistency across reports. Conducted exploratory data analysis (EDA) to identify customer purchasing trends, seasonal patterns, and high-demand products. Analyzed inventory levels to support timely restocking decisions and reduce stock-out scenarios. Evaluated promotion effectiveness by comparing sales trends before and after promotional campaigns. Automated daily, weekly, and monthly sales and inventory reports using SQL and Excel, reducing manual effort. Collaborated with business users and store managers to gather reporting requirements and deliver actionable insights. Presented analytical findings through dashboards and reports to support data-driven decision-making.
Education
Diploma in EEE - Srinivasa Subbaraya Polytechnic College
2014 - 2017 · Afghanistan
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