AI Data Normalization Engineer – LLM Text Standardization
Oversaw the development of an intelligent data normalization system utilizing Large Language Models (LLMs) to standardize disparate menu item descriptions. Collaborated on AI-driven workflows designed to process and unify text-based merchant data for improved analytics and recommendations. Enabled significant reduction in data variance and facilitated accurate cross-merchant analysis for downstream AI applications. • Implemented LLM-powered normalization for restaurant menu descriptions across multiple platforms. • Reduced menu item description variance by 80% to support reliable price and item analytics. • Integrated normalized data into downstream personalized pricing and menu optimization algorithms. • Managed label pipeline using internal/proprietary tools and Python-based microservices.