About

There's always been a voice in my mind saying I should do something else. Well, normally that voice was my boss.

That's an old joke from my civil engineering days, but it captures something real. I started in traffic engineering in the US and Canada — three years of modelling intersections and writing VBA scripts that my former colleagues apparently still use. Somewhere along the way I realized the parts I liked most were the data problems, not the concrete ones.

So I went back to school. Got a statistics degree at Leiden University in the Netherlands — finished ahead of the normal schedule, the first in the program to do so. Joined Accenture as a data science consultant, got promoted within a year, and ended up leading a team of 8 on a project that used AI to digitize Nazi persecution records — 30 million documents from the Arolsen Archives, the world's largest collection on Holocaust victims. That project won the V360 Global Innovation Award and led to 2 NLP patent applications.

Then large language models happened. I moved back to China, joined an AI research startup (txyz.ai, 500K+ registered users), then built Kevin at KAWO — an AI marketing agent that serves 500+ global enterprise brands. Since August 2026 I've been a GenAI Forward Deployed Engineer at Google. My days are still spent in the gap between what AI is supposed to do and what it actually does in production. I write about that gap sometimes.

Anyways, my parents still tell people I'm a civil engineer.

Tech Stack

  • Python
  • TypeScript
  • React
  • Next.js
  • LangChain
  • LangGraph
  • RAG
  • Prompt Engineering
  • MCP
  • LayoutLM
  • CRF
  • OCR
  • Docker
  • PostgreSQL
  • Vercel
  • Multi-Agent
  • GraphRAG

AI/LLM: Agent · Context Engineering · RAG · Prompt Engineering · MCP

NLP: LayoutLM · CRF · OCR · Text Classification

Infra: Docker · PostgreSQL · Vercel

Career Timeline

  1. 2026.08–now

    Google · GenAI FDE

    Forward Deployed Engineer, Generative AI

  2. 2025–2026

    KAWO · AI Engineer

    Kevin (AI Marketing Agent)

  3. 2023–2025

    txyz.ai · AI/NLP Engineer

    RAG + Academic AI Platform

  4. 2021–2023

    Accenture Netherlands · DS Consultant

    Arolsen Archives AI Digitization

  5. 2019–2021

    Leiden University · MSc Statistics

  6. 2016–2019

    Consor Engineers (US/Canada) · Traffic Engineer

  7. 2013–2015

    Texas A&M · MSc Civil Engineering

  8. 2009–2013

    Southeast University · BSc Civil Engineering

Patent Applications

Two NLP patent applications from the Accenture/Arolsen Archives project, covering document classification and structured data extraction from historical records.