Built PayPal's first AI-driven content quality and evaluation system from 0 to 1, now serving every commerce product launching globally across 200+ markets.

• Designed a multilingual, multi-agent evaluation framework adopted as the single quality standard across 48 languages and external vendors

• Built PayPal's first AI-powered design-stage localization plugin from 0 to 1, now serving every commerce product launching globally across 200+ markets.

• Built LLM testing infrastructure and benchmarking pipeline across 46 locales

• Led context engineering transformation: RAG architecture, embedding optimization, reducing latency/processing time 80%+

• Built a continuous training data pipeline for post-training model improvement

• Own 13+ initiatives across a 6-person engineering team

Product Partnerships Strategy focused on Braintree Merchants, Acquirers, Issuers

AI/ML-Driven Consumer Product Strategy

Natural Language Processing

Content-Based Recommendation Model

Data Annotation, Labeling, Processing, Cleaning & Analytics

Zero-to-One Data Lake Design

Consumer Checkout Process Redesign

Drove national-scale initiatives across 20+ financial institutions and 60+ countries, spanning cross-border product design, international partnerships, evaluation standards, and economic research