About Me
Highly analytical Senior Data Analyst with extensive experience in architecting and maintaining
complex SQL-based ETL pipelines, analytical datasets, and business analytics initiatives.
Proven ability to build scalable d…
Highly analytical Senior Data Analyst with extensive experience in architecting and maintaining
complex SQL-based ETL pipelines, analytical datasets, and business analytics initiatives.
Proven ability to build scalable dashboards and KPI frameworks using Amazon QuickSight and
Tableau. Adept at collaborating with stakeholders to translate business requirements into
actionable data solutions and leveraging generative AI for enhanced efficiency. Eager to
contribute to Intelligent Solutions by designing and operationalizing a robust data analytics
ecosystem.
Experience
Integration Analyst — Data & Business Analytics
<p>Maintain ownership of complex SQL-based ETL pipelines, analytical data models, and large-scale business analytics initiatives.</p><p> Construct scalable analytical datasets utilizing intricate joins, aggregations, window functions, ranking logic, and implementing validation and deduplication controls.</p><p> Develop and manage Amazon QuickSight/Tableau dashboards and KPI frameworks to support operational, program, and leadership decision-making.</p><p> Collaborate with BI/BIE, program, and operations stakeholders to translate complex business requirements into scalable data solutions and actionable insights.</p><p> Investigate data quality and reporting issues, pinpoint root causes, and enhance the reliability of downstream analytical outputs.</p><p> Leverage generative AI tools (Amazon Q, Claude, ChatGPT) to accelerate SQL development, data validation, documentation, root-cause analysis, and analytical workflows.</p>
Data Quality Analyst - Performance & Operational Analytics
<p>Delivered complex quality and operational analytics, performance frameworks, and outlier analysis using SQL and Amazon Redshift.</p><p> Developed analytical datasets and reporting logic to support quality reviews, performance management, and business decisions.</p><p> Applied data validation, aggregation, and analytical methodologies to identify performance trends and operational opportunities.</p>
Learning Analyst — BI & Data Engineering
<p>Expanded responsibilities into advanced SQL, ETL, data pipeline development, and data modeling, building upon a foundation in reporting automation and BI.</p><p> Engineered SQL-based analytical datasets and ETL transformations to support large-scale operational and performance analytics.</p><p> Created Python-driven data consolidation and Tableau/QuickSight reporting solutions for training and new-hire performance analytics.</p><p> Spearheaded a comprehensive revamp of the program-level New-Hire Performance Dashboard across 6+ performance metrics, integrating business entities, line-of-business metrics, and automated alerting.</p><p> Designed an automated proficiency-curve and performance-goal framework utilizing historical performance and percentile benchmarking, with a methodology approved by senior leadership.</p>
Senior MIS Specialist
<p>Automated 4-6 recurring reporting workflows using Python, Power Query, VBA, and ETL, reducing manual reporting effort from 4.5-6 hours to 15-20 minutes (approximately 93-96% efficiency gain).</p><p> Migrated manual daily/weekly/monthly reporting processes to self-service dashboards with automated refresh capabilities, enhancing speed, consistency, and stakeholder accessibility.</p><p> Constructed reporting and training dashboards from inception, covering post-training evaluation, attrition, assessment performance, training effectiveness, and training duration.</p><p> Developed reporting solutions to support weekly, monthly, quarterly, and annual business reviews.</p>
Amazon Operations Analyst / QA Analyst
<p>Executed operational and quality analysis, reporting, audit controls, and performance reviews across customer service operations.</p><p> Contributed to quality improvement initiatives and interim QA training, receiving recognition as a Top Performer in 2021.</p>
Amazon Customer Service Associate
<p>Provided comprehensive customer support and issue resolution across various Amazon processes, including assuming Step-up responsibilities for Amazon Echo and Account Change issues.</p><p> Awarded the Achiever Top 100 Club Award for Excellence.</p>
Technical Support Agent
<p>Delivered technical troubleshooting and customer support services, while also contributing to new-hire training and subject matter expert (SME) activities.</p>
PROJECTS
Handle Time Analytics & Agent Outlier Framework
<p>Designed and delivered an end-to-end analytics solution for large-scale handle-time performance analysis across global operations. Built 3 SQL-based ETL pipelines and analytical datasets covering 56M+ records, using complex joins, window functions, aggregations, volume-weighted calculations, percentile-based benchmarking, and dynamic ranking logic. Developed an agent outlier framework with fixed and configurable ranking thresholds, goal variance tracking, and network-level impact analysis to identify performance opportunities and support resource allocation. Implemented data-quality controls, deduplication logic, and validation checks, including identification and resolution of a 209-row discrepancy caused by duplicate record IDs. Delivered interactive analytics and KPI views through Amazon QuickSight/Tableau.</p>