Data Analyst - HRA Group Holdings Ltd. - Vancouver, BC
(2022-03)
- Developed and maintained Power BI dashboards and automated reporting solutions for sales, inventory, deployment, profitability, and operational performance.
- Designed and implemented a sales-to-inventory matching system that automatically compares daily sales against available inventory, identifies unmet demand, and generates a purchasing needs list for buyers; built workflow tracking to monitor purchasing status and improve replenishment visibility.
- Created inventory performance monitoring models that identify products with slower sell-through rates at specific customer locations compared to peer customers; conducted root-cause analysis and provided recommendations for inventory optimization.
- Developed customer segmentation frameworks using RFM (Recency, Frequency, Monetary) analysis to identify high-value customers, dormant accounts, growth opportunities, and accounts requiring intervention.
- Built inventory recommendation and ideal inventory models using historical sales, deployment trends, and inventory turnover metrics to support inventory planning decisions.
- Performed sales forecasting and trend analysis across product categories, customer segments, and geographic regions to support business planning.
- Conducted pricing, margin, deployment, and profitability analysis to support strategic inventory and revenue decisions.
- Developed aging inventory analytics to identify slow-moving inventory and provide recommendations for redeployment, replacement, or inventory reduction.
- Created automated quarterly and monthly business performance reporting processes, significantly reducing manual reporting effort and improving reporting consistency.
- Presented analytical findings, trends, and recommendations to senior leadership and business stakeholders to support decision-making.
- Collaborated with sales, operations, inventory, and management teams to translate business requirements into analytical solutions and actionable insights.
Mathematics Instructor - Columbia College - Vancouver, BC
(2021-05 - 2022-04)
- Taught mathematics courses to students with diverse academic backgrounds.
- Developed instructional materials promoting analytical thinking and clear quantitative reasoning.
Statistics Instructor - Alexander College - Burnaby, BC
(2019-09 - 2022-04)
- Taught statistical analysis, inference, probability, and data visualization.
- Developed course materials building practical analytical thinking and clear communication of quantitative findings.
Business Data Analyst - Standard Chartered Bank - Chennai, India
(2012-07 - 2014-05)
- Extracted, cleaned, and analyzed business data using SQL and Excel for revenue reporting, quality assurance, and decision support across multiple business units.
- Built BI dashboard visuals to communicate business trends, performance indicators, and risk flags to business and corporate stakeholders.
- Supported data quality initiatives, reporting standardization, and process improvement projects; prepared technical documentation including workflows and standard operating procedures.
SAP Materials Management Associate (Intern) - Wipro Technologies - Bengaluru, India
(2008-10 - 2009-10)
- Assisted in requirements gathering, documentation, and implementation for SAP MM modules.
- Supported end-user testing (unit, integration, UAT) and provided analytical troubleshooting.
