At RavenPack, I owned the enterprise Knowledge Graph product, which powers analytics products and AI agents across the business. I aligned its roadmap with business priorities and translated customer and internal requirements into data models, schemas, and product specifications.
I introduced an AI-assisted workflow for ETF entity enrichment that cut manual processing time by ~80%, with human review maintaining quality. This freed the equivalent of three analysts for higher-value work.
Before becoming Product Manager, I managed RavenPack’s financial Knowledge Graph team and owned the internal data quality and curation platform. With Engineering, I designed an automated daily validation workflow that cut client data-quality tickets by ~90%.
I started at RavenPack as a Data Research Analyst, modelling, curating, and governing structured financial entity data. My work included metadata modelling, ontology and taxonomy standards, entity resolution, and data governance.
