Shobha Rani Mukala
USA,TX
Summary
Senior SAP Data Migration & Integration Professional | 13+ Years Experience SAP Lead with over 9 years of experience specializing in SAP S/4HANA Data Migration, Integration, SAP ECC, SAP Business Objects Data Services (BODS), and SAP MM. Extensive hands-on experience delivering large-scale SAP S/4HANA migration programs, data warehousing initiatives, and enterprise integrations. Proven expertise in ETL design, performance tuning, data Profiling, cutover planning, and multi-wave global go-lives.
Professional consultant with track record of providing valuable insights and strategic solutions to diverse clients. Adept at leveraging analytical skills and industry knowledge to drive impactful outcomes. Known for fostering team collaboration and adapting to dynamic environments, ensuring project success and client satisfaction.
Overview
13
13
years of professional experience
2
2
Certification
Work History
SAP BODS Data Migration Lead
Freight Metrics
06.2025 - Current
- Challenge: Complex, large-volume migration of critical master and transactional data across multiple source systems with strict timelines and zero tolerance for data errors.
- Opportunity: Led the end-to-end design and implementation of scalable SAP BODS ETL architecture, ensuring reliability, reusability, and performance across migration cycles.
- Challenge: Ensuring accuracy and completeness of financially sensitive data during SAP S/4HANA transformation.
- Opportunity: Successfully delivered high-risk data objects including GL balances, Asset Master, Material Master, Vendor Master, and Purchase Orders, with robust reconciliation and validation controls.
- Challenge: Repeated test cycles and mock migrations exposed data quality gaps and process inefficiencies.
- Opportunity: Designed and executed multiple mock test cycles, improving data quality, reducing defects, and ensuring production-ready loads before cutover.
- Challenge: Diverse data load mechanisms required across objects and systems.
- Opportunity: Implemented and optimized LTMC, LSMW, LTMOM, IDocs, BAPIs, and custom ABAP conversion programs, selecting the right load approach per object to minimize risk and maximize efficiency.
- Challenge: Maintaining consistent data quality and governance across teams and environments.
- Opportunity: Served as Quality Lead, enforcing data standards, monitoring compliance, proactively identifying risks, and escalating issues to ensure audit-ready migrations.
- Challenge: High-pressure cutover windows with no margin for failure.
- Opportunity: Played a key role in cutover planning and Go-Live execution, ensuring seamless data loads, business sign-off, and successful production stabilization.
- Sygniti Technologies
SAP BODS Lead
Capgemini
03.2022 - 06.2025
- Challenge: Coordinating a complex SAP S/4HANA transformation involving multiple legacy systems with differing data models and quality standards.
- Opportunity: Served as Data Migration Techno-Functional Lead, driving strategy and execution for data migration from SAP ECC and QAD into SAP S/4HANA.
- Challenge: Ensuring data consistency, completeness, and business readiness across high-impact master and transactional objects.
- Opportunity: Successfully migrated Vendor Master, Bank Keys, Warehouse Stock, Storage Bins, and Open AP, implementing strong reconciliation and validation controls.
- Challenge: Identifying and resolving data quality issues early to avoid downstream business disruptions.
- Opportunity: Designed and implemented complex ETL logic and Data Quality rules using SAP BODS and Information Steward, significantly improving data accuracy and audit readiness.
- Challenge: Managing high-volume, time-sensitive batch processing across multiple environments.
- Opportunity: Integrated Redwood Scheduler to automate ETL execution, improve monitoring, and ensure predictable, on-time data loads.
- Challenge: Executing repeated cutover cycles under tight timelines with global dependencies.
- Opportunity: Led multiple cutover cycles and successfully supported five successive global go-lives, ensuring smooth transitions and minimal business disruption.
- Challenge: Aligning technical data migration activities with functional business processes.
- Opportunity: Provided SAP MM functional expertise, supporting P2P lifecycle and inventory management, ensuring migrated data fully supported operational and financial processes.
SAP BODS Consultant
CMS IT Services Pvt Ltd
12.2019 - 01.2022
- Challenge: Delivering a large-scale SAP data migration as part of a Government of India digital transformation initiative, with heightened expectations around security, accuracy, and transparency.
- Opportunity: Successfully delivered enterprise-wide SAP data migration, supporting a national-level digitization program with high visibility and impact.
- Challenge: Designing a robust migration framework capable of handling complex, high-volume data across multiple organizational units.
- Opportunity: Architected the end-to-end data migration landscape and executed large-scale ETL jobs using SAP BODS, ensuring scalability, performance, and reliability.
- Challenge: Managing data defects and quality issues across iterative test cycles and environments.
- Opportunity: Led defect resolution using ALM, enforcing structured defect triage, prioritization, and resolution to maintain high data quality standards.
- Challenge: Navigating strict governance controls and approval processes across multiple environments.
- Opportunity: Coordinated governance approvals and multi-environment transports, ensuring compliance with organizational standards and timely progression across landscapes.
- Challenge: Aligning offshore execution with onsite stakeholders and evolving business requirements.
- Opportunity: Supported onsite coordination and strategic migration planning, enabling effective communication, risk mitigation, and successful execution of migration milestones.
SAP BODS Consultant
SP Software Pvt Ltd
08.2015 - 08.2019
- Challenge: Migrating complex, high-volume insurance data from multiple legacy systems into SAP HANA and SAP S/4HANA, while ensuring regulatory compliance and business continuity.
- Opportunity: Led enterprise data conversion activities, successfully consolidating diverse legacy data sources into a unified SAP landscape.
- Challenge: Handling large, sensitive datasets requiring high performance and reliability.
- Opportunity: Designed and implemented scalable ETL frameworks using SAP BODS, optimized for processing large insurance datasets with consistent throughput and accuracy.
- Challenge: Ensuring clarity, traceability, and audit readiness throughout the data migration lifecycle.
- Opportunity: Authored comprehensive technical design, unit testing, and cutover documentation, enabling structured execution and smooth stakeholder alignment.
- Challenge: Aligning technical data migration logic with functional business requirements.
- Opportunity: Coordinated closely with functional teams to define and enforce validation and data quality rules, ensuring migrated data supported downstream business processes.
- Challenge: Minimizing risk during go-live activities across multiple deployment cycles.
- Opportunity: Executed multiple mock runs and production go-lives, identifying and resolving issues early and ensuring stable, successful production transitions.
- Allstate (IFP Foundation)
SAP Consultant
Cyient Ltd
08.2012 - 08.2015
- Challenge: Integrating large volumes of enterprise data into cloud-based platforms while maintaining performance, accuracy, and scalability.
- Opportunity: Developed robust ETL solutions using SAP BODS to support enterprise cloud data platforms and analytics workloads.
- Challenge: Preserving historical accuracy and managing evolving business dimensions in analytical models.
- Opportunity: Implemented Slowly Changing Dimensions (SCD Type 1 & Type 2) and fact tables, enabling reliable historical reporting and trend analysis.
- Challenge: Performance bottlenecks and data latency in high-volume batch and incremental loads.
- Opportunity: Applied advanced performance optimization techniques and Change Data Capture (CDC) mechanisms, improving throughput, reducing load windows, and ensuring near-real-time data availability.
- ServiceNow
SAP Consultant
Infotech Enterprises Ltd
08.2011 - 08.2012
- Challenge: Managing large volumes of unstructured and structured data within an enterprise document management ecosystem while ensuring reliability and traceability.
- Opportunity: Designed and implemented SAP BODS ETL solutions to support enterprise document management, enabling efficient ingestion, transformation, and storage of document-related data.
- Challenge: Ensuring uninterrupted data processing and quick recovery from batch failures in mission-critical workflows.
- Opportunity: Implemented robust error handling and recovery mechanisms, reducing job failures, improving resiliency, and ensuring consistent data loads.
- Challenge: Performance degradation due to increasing data volumes and complex transformations.
- Opportunity: Applied performance tuning techniques to optimize ETL execution, improve throughput, and meet operational SLAs.
- Successfully executed and managed SAP implementation projects for large enterprises with a 100% success rate.
Education
B.Tech - Electrical & Electronics Engineering
Acharya Nagarjuna University
01.2009
Skills
- SAP S/4HANA and SAP ECC and QAD (Non SAP ERP System
- SAP BODS (Business Objects Data Services) 42, Syniti ADM and SLT
- SAP Data Migration Cockpit (LTMC, LTMOM and LSMW)
- IDoc,BAPI,Flat files,SFTP and RFCs
- Data Migration (Master & Transactional Data)
- Slowly Changing Dimensions (SCD Type 1 & 2)
- SAP Information Steward (Data Quality & Profiling)
- HVR (High Volume Replication)
- Control-M,Redwood Scheduler
- Performance Tuning & Optimization
- Data Warehousing Concepts
- SAP Analytics Cloud (SAC),Azure Data Lake
- SAP MM,SAP SD,SAP FI, and SAP EWM
- SAP HANA SP02,SQL Server and Python
- Team leadership & development
Accomplishments
- Led end-to-end SAP BODS data migration projects, including requirement gathering, source-to-target mapping, ETL design, development, and testing, ensuring 100% data integrity.
- Collaborated with business stakeholders and client teams to define migration strategy, resulting in streamlined data flows and reduced migration timelines.
- Developed and optimized ETL workflows and BODS Data Services jobs for high-volume data migration, improving data processing efficiency
- Designed and implemented data validation, cleansing, and reconciliation processes to ensure accurate migration from legacy systems to SAP modules.
- Coordinated with project managers and client SMEs to track migration progress, resolve critical issues, and ensure adherence to project deadlines and quality standards.
- Mentored and guided junior developers in SAP BODS best practices, ETL development, and data migration testing methodologies.
- Prepared detailed migration documentation, mapping sheets, and technical specifications, facilitating smooth knowledge transfer and audit compliance.
- Led performance tuning and optimization of BODS jobs to handle large-scale datasets efficiently, reducing execution time and resource consumption.
- Conducted UAT support and post-migration reconciliation, ensuring seamless data availability for business operations with minimal downtime.
- Acted as the primary point of contact for clients and internal stakeholders during migration execution, proactively managing risks and delivering successful go-live outcomes.
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Certification
- SAP Certified – BusinessObjects Data Services (C-DS-42)
- SAP Certified – SAP HANA Implementation (C_HANAIMP_18)
Timeline
SAP BODS Data Migration Lead
Freight Metrics
06.2025 - Current
SAP BODS Lead
Capgemini
03.2022 - 06.2025
SAP BODS Consultant
CMS IT Services Pvt Ltd
12.2019 - 01.2022
SAP BODS Consultant
SP Software Pvt Ltd
08.2015 - 08.2019
SAP Consultant
Cyient Ltd
08.2012 - 08.2015
SAP Consultant
Infotech Enterprises Ltd
08.2011 - 08.2012
B.Tech - Electrical & Electronics Engineering
Acharya Nagarjuna University