Loop
Supply chain spend analysis widgets
I designed financial analysis widgets that generate from natural language queries. These modules represent complex formulas used by FP&A analysts to understand and forecast supply chain performance. Users can explore high quality relational data (see below) built on their business ontology in order to make strategic optimization decisions.
Loop
Human-in-the-Loop & AI data processing
I architected and built human-in-the-loop tooling that trained LLMs to extract, organize, and translate supply chain data from unstructured carrier documents to accounting and payment workflows.
Uber Freight
Transportation Management System
I launched a set of development standards and a design system that enable product teams to quickly build operational workflows that are intuitive, efficient, and automation-friendly.
Intuit • Quickbooks Self-Employed • TurboTax
Transaction categorization
I created a natural language search experience that makes categorizing business transactions accessible and tax-compliant for self-employed and contract users.
Intuit • Quickbooks Self-Employed
Expansion research for Self-Employed products in Southeast Asia
I conducted research in Indonesia, Malaysia, and the Philippines to understand self-employment pain points in the context of international tax laws. Research insights drove product expansion strategy for Quickbooks Self-Employed.
