• Led the development of a real-time transaction enrichment platform handling over 20M daily transactions.
• Built a semantic retrieval system using embeddings and FAISS to enhance transaction mapping to merchant brands.
• Developed a large-scale spending insights platform, delivering financial metrics to over 25M users.
• Selected as AI Champion for the cash server monorepo. Spearheaded the adoption of LLM-powered developer tooling, improving efficiency across 170+ codebases.