Proven expertise in:
Digital transformation & automation – Led Finance 2.0 Transformation, delivering three major releases of CILL Platform and enabling end-to-end modernization of financial systems.
Cloud & cost efficiency – Achieved $6.1M in cloud savings, optimized BigQuery by 58%, and cut FDF daily spend by 64%.
Engineering excellence & DevOps – Achieved 100% CI/CD pipeline automation, one-click deployments, and reduced defect rates by 85% via E2E automation.
AI & data science – Architected AI-powered anomaly detection (GLAD) improving reconciliation accuracy by 76% and reduce Book closure issues by 50%.Leading Agentic AI Platform development to integrate AI-driven financial automation and enhance decision-making capabilities in Fintech.
Platform & Data Strategy – Architected FDF Lakehouse (FDLH), consolidating 50+ duplicate data assets, unlocking $1.2M in savings. Driving Fintech and Enterprise Data Platform convergence and integration with GTP.
Strategic & org-wide impact – First adopter of Unified Data Platform (UDP).Inner sourced CILL associates to develop features in UDP for Finance Transformation needs. Strengthened partnerships with GTP to inner source the Data Observability Platform and ensure enterprise-wide data consistency and lineage. Leading design & architecture for the Omni Allocation Platform, a new Fintech initiative to streamline financial planning and allocation models.
A people-first leader- focused on developing high-performance, diverse teams while driving business impact through technology.
Key Achievements
Accelerate Digital Transformation & Innovation
- Led Finance 2.0 Transformation, successfully delivering three major releases of the CILL platform.
- Cloud & Cost Optimization: Reduced BigQuery costs by 58%, FDS daily spend by 64%, and achieved $6.1M in cloud cost savings across EBS.
- AI & Automation: Implemented GenAI-driven anomaly detection for financial reconciliation, increasing accuracy to 76%.
- Data & Platform Strategy: Architected FDF Lakehouse (FDLH), consolidating 50+ duplicate data assets, unlocking $1.2M in savings over three years.
- CI/CD & DevOps Excellence: Achieved 93% Open Systems CI/CD pipeline automation and 92% adoption across FDF.
Building & Developing Talent
- Scaled teams from 8 to 80+ engineers for CILL, ensuring multi-tech stack expertise in Spark, Hive, Scala, Python, Java, Cloud Platforms, and AI.
- Led DAC (Direction-Alignment-Commitment) initiative, Flamingo – Cross Tech Collaboration, Right Fit, and Mentor Circles programs benefiting 57+ associates.
- Upskilling & Certifications: Enabled 40% of associates to become Walmart Certified Developers, with 4000+ courses completed and 150+ technical certifications achieved.
- Hackathons & Engineering Culture: High participation in Techathons, Spark Tank, Findare, and EBS Tech Talks, winning awards for innovative solutions.
Diversity in Technology
As a technology leader with deep expertise across multiple domains, I have built and led high-performing teams that drive digital transformation through diverse technology adoption, cross-functional innovation, and engineering excellence. My technology depth spans across Data Engineering, Cloud Architecture, AI/ML, Full-Stack Development, SAP (S/4HANA), and DevOps, while my technology breadth encompasses modern platforms, data ecosystems, and advanced automation frameworks.
Technical Depth – Mastering Cutting-Edge Technologies
- Enterprise Data & Cloud Platforms: Architected and scaled Finance Data Lakehouse (FDLH), integrating BigQuery, GCP, Snowflake, and Kafka, enabling high-performance data processing and eliminating redundant data pipelines.
- AI & Data Science: Led the development of an AI-powered Anomaly Detection Platform (GLAD), leveraging time-series forecasting models to improve financial reconciliation accuracy by 76%.
- Advanced Data Processing & Observability: Established event-driven architectures in CILL, implemented real-time parallel processing, and integrated Airflow & Spline into our Data Observability framework.
- Engineering Automation & DevOps: Spearheaded full CI/CD automation across FDF, achieving 92% adoption, enabling one-click deployments, automated rollbacks, and canary releases to enhance system resilience.
- Fintech & SAP Expertise: Delivered end-to-end Finance 2.0 modernization, optimizing S/4HANA integration with CILL, PostIT, and WCP for seamless financial data processing.
Technical Breadth – Expanding Across Ecosystems
- Inner-sourcing and Open Collaboration: Drove inner-sourcing initiatives on the Data Observability Platform, collaborating with GTP on Enterprise Data Platform (EDP) and Unified Data Platform (UDP) to improve enterprise-wide data consistency.
- Cross-Functional Engineering Capabilities: Led teams skilled in Spark, Scala, Python, Java, NoSQL, Graph Databases, API-driven architectures, and AI-based decision systems, ensuring a cross-trained, full-stack engineering workforce.
- Multi-Cloud & Hybrid Architectures: Developed cloud-agnostic strategies for financial data processing, ensuring scalability across GCP, Azure, and on-premise environments while optimizing cloud costs by $6.1M.
Strategic & Total Company Perspective
As a Senior Director leading global technology initiatives, I operate with a total company mindset, aligning engineering strategies with Walmart’s long-term vision for digital transformation, financial modernization, and operational efficiency.
Enterprise-Wide Collaboration & Business Alignment
- Strategic Finance Transformation: Delivered Finance 2.0 modernization, enabling near-real-time data availability for accounting, reconciliation, and financial forecasting, improving reporting timelines by 30%.
- Business Stakeholder Engagement: Partnered closely with finance, risk, and compliance leadership to drive data-driven decision-making, ensuring Walmart’s financial data integrity, compliance, and regulatory alignment.
- Accelerating Walmart’s Marketplace Expansion: Led WCP integration, streamlining financial transactions for Walmart Marketplace in Canada, and Mexico, driving faster transaction settlements and financial reporting.
Strengthening Partnerships with GTP & Driving Allied Sourcing
- Enterprise Data Platform (EDP) Convergence: Spearheaded Walmart’s Finance Data Platform (FDF) integration with EDP, ensuring data governance, lineage tracking, and reconciliation automation for enterprise-wide consistency.
- Unified Data Platform (UDP) Integration: Partnered with GTP to leverage UDP’s scalable data ingestion framework, enhancing data validation, processing efficiency, and reducing reconciliation errors by 40%.
- Inner-Sourcing & Data Observability Platform: Established an innersourcing model for the Data Observability Platform, enabling collaborative development between FDF, GTP, and broader engineering teams.
Driving Cost Efficiency & Engineering Optimization
- Cloud Cost Optimization: Reduced Fintech’s cloud spend by 58%, leveraging multi-cloud strategies, serverless computing, and infrastructure-as-code to optimize compute/storage utilization.
- Operational & Engineering Excellence: Maintained 99.99% application uptime, implemented automated monitoring across ServiceNow, Spotlight, and Kibana, and reduced Mean Time to Detect (MTTD) to
- Finance Data Lakehouse (FDLH) Rationalization: Consolidated FCP, FDL, and IDL into a single data lakehouse, reducing 50+ duplicate data assets, enabling $1.2M in savings over three years.
Customer Focus & Operational Excellence
- Achieved 99.99% uptime for all critical applications, ensuring high availability and disaster recovery readiness.
- Reduced defect count by 85% through E2E Regression Automation, accelerating time-to-market.
- Increased Sprint Predictability to 85% and improved PR closure time by 40% (from 40 hours to 24 hours).
- Ensured 100% ITGC/SOX compliance and 0 critical vulnerabilities open beyond 30 days.