Loop
Supply chain spend analysis widgets
I designed financial analysis widgets that generate from natural language queries. These modules represent complex formulas leveraged by FP&A analysts to understand supply chain performance. Users can explore high quality relational data (see below) built on their business ontology in order to make smarter 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.
