At Sovrun, I built dbt transformation pipelines from third-party APIs and custom scripts, orchestrated through AWS MWAA to power analytics and dashboards. I launched Metabase reporting for tokenomics, marketplace, and product analytics used by internal teams and external stakeholders.
I also automated portfolio reporting, partnered with back-end developers on production schema changes, and built SQL-based validation processes that ensured zero data loss or discrepancies during token-data migrations.
Previously at Shopee Philippines, I owned payments-related data requirements for settlements and developed reconciliation tools for payments, settlements, and refunds across markets. I created self-service data tooling that reduced redundant requests and enabled stakeholders to access data independently.
My foundation in financial-services risk management includes developing and validating ECL models and credit scorecards for bank loan portfolios. I bring end-to-end ownership from ingestion and modeling through stakeholder-facing analytics, using SQL, dbt, cloud orchestration, and AI-assisted development tools.
