ABOUT ME

My name is Rongbin Ye. I am a Senior Data Scientist focused on the intersection of Economic Theory, Risk Management, and Harness Engineering.

While many can build a model, few can safely land one in a production environment where $2B+ in volume is at stake. My work centers on building the deterministic scaffolds and safety wrappers that transform experimental AI into reliable, agentic systems for payments and fraud detection.

Show Your Work! I am a firm believer in the philosophy of Austin Kleon’s Show Your Work! This site isn't just a static resume—it is a live "DevLog" of my journey. I believe that by documenting the process—including the failures, the iterations, and the architectural "harnesses" I build—I provide a transparent look at how I solve complex business problems.

What I Bring to the Table:

• Production-Grade AI: Experience moving complex RAG and Agentic frameworks from concept to high-volume scale.

• Strategic Insight: Leveraging a Master’s in Business Analytics and International Studies to align technical outputs with organizational ROI.

• Harness Engineering: A commitment to building AI systems that are safe, auditable, and deterministic.

Go ahead and explore my latest projects and technical notes. If you are interested in how to bridge the gap between AI hype and production reality, let’s connect.