Analytical and detail-oriented Data Analyst with over 5 years of combined experience in leveraging data to optimize operations, improve AI systems, and enhance customer experiences in banking and retail industries. Proficient in SQL, Python, Tableau, and machine learning workflows, with a strong ability to transform complex data into actionable insights. Recognized for driving innovation in autonomous retail technology and streamlining account operations. Adept at collaborating with cross-functional teams to deliver scalable solutions under tight deadlines.
· Enhanced AI-based systems for Amazon Go Stores by analyzing data patterns and providing actionable feedback to developers through user acceptance testing tools.
· Researched and optimized deep learning algorithms and sensor fusion technologies, contributing to the improvement of autonomous retail solutions.
· Resolved escalations related to annotation disagreements, reducing receipt error rates by 15% and ensuring consistent data quality.
· Built automated reports and dashboards using Tableau and Python, enabling real-time monitoring of KPIs and process efficiency.
Analyzed operational datasets to identify bottlenecks, driving process improvements that resulted in a 20% increase in operational efficiency
· Managed customer operations and data workflows using Finacle Tool and SQL Server, ensuring the accuracy and compliance of NRI account management.
· Resolved over 95% of NRI customer queries and complaints, consistently exceeding satisfaction metrics.
· Analyzed account data to streamline processes for converting savings accounts to NRI accounts, improving conversion rates by 20%.
· Drafted and escalated sensitive legal complaints while maintaining a professional approach, earning recognition as Best Performer.
Data Analysis: Data cleaning, statistical analysis, A/B testing, predictive modeling
· Played a key role in scaling machine learning workflows for autonomous checkout systems, improving functionality and accuracy.
· Successfully trained team members on process updates, enhancing team productivity and compliance.
· Recognized as a Top Performer for three consecutive cycles for foreign currency cheque (FCC) collections.
· Identified inefficiencies in account activation processes, leading to a 10% reduction in turnaround time.
Amazon Go AI Operations Analysis
· Conducted extensive data analysis to improve AI workflows for autonomous checkout systems, resulting in a 25% enhancement in system performance.
· Delivered insights that directly influenced updates to machine learning models, reducing false receipt errors.
Customer Behavior Dashboard
· Designed a Tableau dashboard to analyze customer traffic and behavior patterns, providing actionable insights for resource allocation and store layout optimization.
NRI Customer Account Insights
· Used SQL to analyze customer account data, streamlining the conversion of savings accounts to NRI accounts, and improving onboarding efficiency.