Building AI systems that bridge intelligence with enterprise-grade platforms — from RAG pipelines to full-stack products that scale.
Xi Zhang
Full-Stack Data Scientist
I architect AI systems that turn raw data into intelligence — from LLM orchestration and RAG pipelines to full-stack platforms that scale. 5+ years building at the intersection of machine learning and product engineering.
At Stout, I've architected enterprise AI platforms that process thousands of governed LLM interactions daily — blending RAG pipelines, graph databases, and full-stack delivery. Outside of work, I ship the Flux product suite: AI-powered platforms for career intelligence, financial management, and metabolic tracking.
5+ years of enterprise AI development, data science, and full-stack engineering in fast-moving, high-impact environments.
Stout
May 2021 – Present
Associate, Digital & Data Analyst
A deep toolkit spanning AI/ML research, production systems, full-stack development, and cloud infrastructure.
Three AI-powered platforms built from scratch — each solving a different domain with the same design language and engineering standard.
Multimodal Vision AI food logging with bounding box analytics, mathematical metabolic modeling (TDEE/PSMF), and 60fps data dashboards.
Deterministic Bazi (Four Pillars) and Ziwei Doushu charting engine with real-time 3D celestial visualization and an AI assistant for interpretation — no LLM guesswork on the math.
Vision AI receipt intelligence pipeline, real-time equity dashboard with Google Search Grounding, and optimized Recharts data visualization.
Master of Science
The George Washington University
Bachelor of Science
University of California, San Diego
Open to new opportunities, collaborations, and interesting conversations about AI, data, and products.