Swetha Bingi
Annandale
Summary
Results-driven leader in data and analytics specializing in BI modernization and data governance. Focused on optimizing processes and enhancing data quality while establishing best practices for data literacy. Leverages modern cloud platforms and analytics tools to drive data-informed decision-making and leads cross-functional transformation initiatives.
Overview
14
14
years of professional experience
Work History
Business Intelligence & Data Analytics Manager
Venture Global
08.2024 - Current
- Lead and mentor a cross-functional BI and analytics team responsible for enterprise dashboards, KPI reporting, operational intelligence, and executive analytics initiatives.
- Partner with senior leadership, including CIO-level stakeholders, to drive data-informed decision-making through executive scorecards, operational reviews, and workforce analytics.
- Directed end-to-end delivery of analytics solutions for new facility rollouts, including requirements gathering, data ingestion, modeling, dashboard development, UAT, deployment, and user enablement.
- Built automated reporting and KPI frameworks that improved operational visibility, workforce tracking, and executive reporting consistency across multiple business functions.
- Established BI Center of Excellence and citizen developer program to standardize analytics best practices, improve governance, and expand self-service reporting capabilities, fostering a culture of data literacy.
- Developed operational analytics strategies leveraging Snowflake, SQL, Power BI, Tableau, and Python to streamline reporting processes and improve data accessibility.
- Improved data quality and reporting accuracy by implementing standardized validation processes and reconciliation controls across multiple reporting platforms.
- Lead enterprise analytics initiatives supporting Operations, Project Controls, Security, IT, and Executive Leadership for large-scale operational environments.
Data Analytics Manager
Clark Construction Group
07.2019 - 07.2024
- Spearheaded enterprise dashboard and visualization initiatives using Tableau and Power BI, translating large and complex datasets into actionable business insights for executive stakeholders.
- Managed and developed high-performing analytics teams focused on enterprise reporting, operational analytics, dashboard modernization, and data quality initiatives.
- Led enterprise analytics modernization initiatives, managed reporting teams, and delivered scalable data solutions supporting executive leadership, operations, finance, and project management stakeholders.
- Led development of Snowflake-based data models and reporting layers, standardizing KPI reporting and enhancing scalability of analytics delivery.
- Collaborated with business leaders, project teams, audit groups, and IT organizations to implement scalable analytics solutions and establish data governance practices.
- Implemented automated data quality monitoring and validation processes across Power BI, Tableau, SAP BI, and Excel-based reporting environments.
- Drove process automation initiatives using Python, SQL, and Power Platform tools, reducing manual reporting effort and improving reporting consistency.
- Recognized as a trusted analytics partner capable of translating ambiguous business requirements into scalable reporting and operational intelligence solutions.
Data Migration Consultant
RJ Tech Global (Tarkett / DXC)
10.2018 - 05.2019
- Facilitated enterprise data migration and transformation initiatives across quality management, production planning, material management, and warehouse management functions to enhance operational readiness.
- Developed transformation logic and validation processes to ensure data integrity, quality, and compliance during migration activities.
- Partnered with business and technical teams to develop standardized procedures, enhancing data migration efficiency and ensuring alignment with project goals.
Master Data Migration Analyst
Staffing Technologies (CONA)
03.2017 - 09.2018
- Performed data mining and functional analysis to increase master data accuracy and enhance reporting reliability.
- Utilized advanced Excel functions and SQL-based analysis for effective data reconciliation and migration validation.
- Conducted data profiling, cleansing, migration, and validation activities to enhance integrity of enterprise master data initiatives.
SAP ECC Data Migration Consultant
RJ Tech Global (Merry X-Ray)
07.2016 - 03.2017
- Led end-to-end data migration activities including extraction, transformation, profiling, cleansing, validation, and production deployment.
- Addressed migration defects and facilitated deployment activities across dev, qa, and production environments.
- Collaborated with business teams to develop tailored solutions addressing evolving operational requirements.
SAP ECC ABAP / BW-BI Developer
CSC India Private Ltd
10.2012 - 12.2014
- Developed SAP BI reporting solutions and analytical reports to enhance decision-making for SD, MM, and FI/CO business functions.
- Utilized SQL and SAP reporting technologies for enterprise analytics and to troubleshoot complex data issues.
- Created unit testing documentation and facilitated quality assurance processes for developed business objects.
Education
Master of Science - Management Information Systems
University of Akron
Akron, OhioBachelor of Technology - Computer Science Engineering
JNTU
IndiaSkills
- Data analytics strategy
- Business Intelligence Modernization
- Data visualization &Data integrity Management
- Data Risk Assessment
- Product & Operational Analytics
- Data modeling
- Data Change Strategy
- Data validation frameworks
- ETL/ELT
- Operational Performance Analysis
- Dashboard visualization
- Tableau
- Power BI
- SQL
- PL/SQL
- Python
- Snowflake
- Databricks
- SQL Server
- Talend
- PowerApps
- Power Automate
- Agile program management
- Process optimization
- Performance metrics
- Operational analytics
- Stakeholder management
- Team leadership
- Executive reporting
- Analytical Reasoning
- Strategic problem solving
- Workflow automation
- KPI Development
- Team leadership
- Data Validation
- Problem solving
- ETL/ELT
- KPI Development
- Data Validation
- Workflow automation
- Analytical Reasoning
Timeline
Business Intelligence & Data Analytics Manager
Venture Global
08.2024 - Current
Data Analytics Manager
Clark Construction Group
07.2019 - 07.2024
Data Migration Consultant
RJ Tech Global (Tarkett / DXC)
10.2018 - 05.2019
Master Data Migration Analyst
Staffing Technologies (CONA)
03.2017 - 09.2018
SAP ECC Data Migration Consultant
RJ Tech Global (Merry X-Ray)
07.2016 - 03.2017
SAP ECC ABAP / BW-BI Developer
CSC India Private Ltd
10.2012 - 12.2014
Master of Science - Management Information Systems
University of Akron
Bachelor of Technology - Computer Science Engineering
JNTU