Sai Prudvi
Atlanta,USA
Summary
Results-driven Senior Data Analyst with 6+ years of experience delivering advanced analytics, business intelligence, reporting automation, customer analytics, product analytics, forecasting, and data-driven decision-making across consulting, retail, transportation technology, and enterprise software industries. Strong expertise in SQL, Python, Power BI, Tableau, Snowflake, Databricks, Azure, AWS, ETL pipelines, statistical analysis, A/B testing, cohort analysis, customer segmentation, data modeling, and KPI reporting. Proven ability to transform large-scale datasets into actionable insights, automate reporting workflows, improve data quality, and enable executive leadership to make strategic business decisions.
Overview
6
6
years of professional experience
Work History
Data Analyst
Sonata Software
Atlanta
10.2025 - Current
- Lead enterprise analytics initiatives supporting executive leadership, finance, sales, operations, product management, and customer success teams through advanced reporting and business intelligence solutions.
- Designed and implemented enterprise-wide Power BI dashboards tracking revenue, customer growth, operational efficiency, retention metrics, product adoption, and executive KPIs.
- Built scalable semantic data models and self-service analytics platforms enabling business users to independently access actionable insights.
- Developed advanced SQL solutions processing multi-million-record datasets, improving reporting performance by over 60%.
- Leveraged Snowflake and Databricks environments to support enterprise analytics and reporting initiatives across multiple business domains.
- Conducted customer segmentation, cohort analysis, funnel analysis, and behavioral analytics to identify opportunities for improving customer retention and engagement.
- Developed predictive analytics models using Python to forecast business performance, customer behavior, and revenue growth trends.
- Designed A/B testing frameworks and statistical analysis methodologies to evaluate product enhancements and operational initiatives.
- Automated data extraction, cleansing, transformation, and reporting workflows using Python, reducing manual effort by more than 70%.
- Developed executive-level scorecards and KPI frameworks to enhance strategic planning and performance management.
- Communicated analytical findings and strategic recommendations to executive leadership and cross-functional stakeholders, influencing data-driven decision-making.
- Environment: SQL, Python, Power BI, Tableau, Snowflake, Databricks, Azure, DAX, Power Query, AWS
Data Analyst
Verra Mobility
Mesa, AZ
01.2024 - 09.2025
- Developed enterprise analytics solutions supporting transportation operations, customer engagement, compliance reporting, and executive performance monitoring.
- Built interactive Power BI and Tableau dashboards providing real-time visibility into operational KPIs, customer trends, service performance, and revenue analytics.
- Designed and optimized complex SQL queries utilizing CTEs, window functions, stored procedures, and performance tuning techniques.
- Conducted churn analysis, customer lifecycle analysis, and retention analytics to identify opportunities for improving customer satisfaction and business outcomes.
- Performed statistical analysis and hypothesis testing to validate business assumptions and support strategic initiatives.
- Automated recurring reporting processes, reducing reporting cycle times by over 65%.
- Developed forecasting models and predictive analytics solutions to enhance operational planning and optimize resource allocation.
- Created customer journey dashboards to track acquisition, engagement, retention, and conversion performance metrics, enabling targeted marketing strategies.
- Implemented robust data validation frameworks ensuring reporting accuracy and data consistency across multiple systems.
- Collaborated with business leaders to establish KPIs and reporting requirements, aligning analytics roadmaps with organizational goals.
- Built reusable reporting frameworks and scalable data models improving reporting standardization across departments.
- Presented actionable business insights to stakeholders, enabling data-driven decision-making across the organization.
- Environment: SQL, Python, Power BI, Tableau, Snowflake, Azure Data Factory, Databricks, Excel
Data Analyst
Walmart
Bentonville, AR
01.2022 - 12.2023
- Developed retail analytics dashboards measuring sales performance, inventory optimization, customer purchasing behavior, merchandising effectiveness, and supply chain KPIs.
- Analyzed large-scale transactional datasets containing millions of records to identify trends, growth opportunities, and operational improvements.
- Built automated Power BI dashboards delivering near real-time insights into sales, inventory turnover, product performance, and store operations.
- Conducted customer segmentation and basket analysis to support targeted marketing campaigns and merchandising strategies.
- Performed product analytics and customer behavior analysis to improve conversion rates and customer engagement.
- Developed demand forecasting models supporting inventory planning and supply chain optimization initiatives.
- Utilized Snowflake and SQL to extract, transform, and analyze enterprise-wide data from multiple business systems.
- Created executive scorecards and KPI dashboards supporting leadership decision-making processes.
- Conducted exploratory data analysis (EDA) to identify customer trends, purchasing patterns, and sales opportunities.
- Improved reporting accuracy through data cleansing, reconciliation, and quality assurance processes.
- Automated recurring reports using Python and Power BI, significantly reducing manual reporting efforts.
- Partnered with finance, supply chain, merchandising, and operations teams to deliver data-driven business recommendations.
- Environment: SQL, Python, Power BI, Tableau, Snowflake, AWS, Excel, Retail Analytics
Data Analyst
Deloitte
Hyderabad, India
03.2020 - 11.2021
- Delivered enterprise reporting, business intelligence, and advanced analytics solutions for clients across finance, operations, customer analytics, and business performance domains.
- Gathered business requirements from stakeholders and translated them into scalable reporting, dashboarding, and analytics solutions.
- Designed interactive Power BI and Tableau dashboards enabling executive leadership to monitor business performance and operational KPIs.
- Performed exploratory data analysis (EDA), statistical analysis, and regression analysis to identify operational improvement opportunities and business trends.
- Developed SQL-based reporting systems supporting enterprise-scale data warehouses and analytics environments.
- Automated reporting workflows using Python, SQL, and Power BI, reducing reporting cycle times by over 60%.
- Created KPI scorecards, executive dashboards, and performance management frameworks supporting strategic decision-making.
- Designed dimensional data models, star schemas, and reporting structures supporting large-scale business intelligence initiatives.
- Conducted root cause analysis and business process evaluations resulting in measurable operational improvements.
- Built advanced Excel-based reporting solutions utilizing Power Query, VBA, Pivot Tables, and complex analytical formulas.
- Established data quality monitoring and validation processes improving data accuracy and reporting consistency.
- Collaborated with cross-functional teams in Agile environments to deliver analytics solutions aligned with business objectives.
- Hyderabad, India
- Environment: SQL, Python, Power BI, Tableau, SQL Server, AWS, Excel, Data Warehousing, ETL, Agile
Education
Master’s Degree - Information Sciences
Trine University
01.2024
Bachelor’s Degree - Computer Science
Kakatiya Institute of Technology
01.2021
Timeline
Data Analyst
Sonata Software
10.2025 - Current
Data Analyst
Verra Mobility
01.2024 - 09.2025
Data Analyst
Walmart
01.2022 - 12.2023
Data Analyst
Deloitte
03.2020 - 11.2021
Master’s Degree - Information Sciences
Trine University
Bachelor’s Degree - Computer Science
Kakatiya Institute of Technology