Swathi Chakrabhavi

• Architectural Leadership: Successfully executed a high-impact transition from external dependencies to a robust, in-house data ecosystem. • Strategic Advisory: Served as the Technical Authority for Financial Data Systems, leading the architecture of a multi-product ARR reporting engine. • Data Engineering: Built a proprietary Python calculation engine and middleware to automate complex usage-based billing. • Ecosystem Integration: Established automated data movement and pipelines for a diverse tech stack

• Full-Stack Ownership: Served as the primary technical lead for the global data function ,maintaining 100% operational continuity during a period of high growth. • Analytics Engineering Excellence: Established the company’s first dbt framework. • Executive Reporting: Designed ACV/ARR snapshots and "Lead-to-Cash" models used by the C-suite for quarterly board reporting and strategic planning. • AI Data Foundation: Built high-volume data pipelines to feed production Machine Learning models

• Financial Data Recovery: Conducted forensic data analysis of 10 years of financial ledger history to identify and resolve revenue mismatches during a high-profile company merger. • Migration Management: Customized SSIS workflows and data integration processes to ensure a seamless and accurate migration of financial assets to the new parent organization

• Team Leadership & Evolution: Directed a technical team of 3, successfully transitioning the department from a support-only function to an active development unit through structured mentorship and documentation. • Proactive Monitoring: Introduced automation and event-driven monitoring frameworks to identify potential issues before they significantly increasing platform uptime. • Stakeholder Crisis Management: Coordinated cross-functional stakeholders during high-impact incidents.

• Platform Reliability Engineering: Managed the end-to-end stability of enterprise ETL workflows, ensuring 99.9% uptime for mission-critical data pipelines. • Root Cause Analysis (RCA): Led the forensic investigation of complex data failures, identifying and patching logic gaps in legacy code to prevent recurring production incidents. • Operational Automation: Identified manual "toil" in daily support tasks and introduced automated Control-M scheduling improvements to streamline batch processing.

• Global CRM Integration Lead: Orchestrated the data integration architecture for a 10+ country Pharmaceutical CRM implementation, ensuring seamless data flow between legacy systems and Salesforce. • Framework Innovation: Engineered a metadata-driven migration framework and reusable canonical templates, reducing manual development cycles by 30% for international rollouts. • Engineering Mentorship: • Technical Specification Authoring: • Cross-Platform ETL Development: