10+ years building production AI systems | Published researcher (arXiv, AMIA) | O'Reilly author | UMich MADS
Canada
Speaks English and Chinese
Active yesterday Usually responds in a day or two

Services

$240 / month

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  1. 1 Free 7-day trial
    No charge until day 7. Cancel anytime.
  2. 2 Ongoing calls + chat
    2 × 60-min calls per month, unlimited Q&A. Replies in 24 hours or less.
  3. 3 No lock-in
    Month to month, no contract.
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About

I help people break into AI product management, NLP engineering, and AI evaluation. 10+ years shipping production AI systems across healthcare, finance, legal, and travel — from chatbots serving 200K+ users to investment AI for 1M+ banking customers.

What I can help with:
• Breaking into AI/ML product roles from non-traditional backgrounds
• Building NLP/LLM products (RAG, fine-tuning, prompt engineering, evaluation)
• Navigating the AI startup landscape as a founder or early employee
• Career transitions into data science and applied ML
• Technical writing and publishing (I translated an O'Reilly book)

Background: Master of Applied Data Science (University of Michigan, 3.9 GPA). Published researcher on AI evaluation methodology. Built and shipped AI products at HSBC, startups, and as an independent founder. Bilingual English/Chinese.

What happens when you start

You tell Arthur your goals. They see exactly what you want to work on before session one.

You meet within days. Arthur reviews your application and books your first session, usually within a day or two.

You leave with a plan. Concrete next steps and a weekly rhythm from your very first week.

Start your mentorship