Career timeline
    Stanford University/Remote·Sep 2026 - Present

    Mathematics Teacher — Probability for AI

    I teach probability for AI in Stanford's new Code in Place-style programme, supporting learners in a small online section as they build mathematical intuition for AI.

    Highlight 1

    I facilitate a small weekly online learning section for a global cohort, making core probability ideas approachable through discussion, worked examples, and structured practice.

    Highlight 2

    I help learners distinguish related conditional-probability concepts and reason from data, including the kinds of misconceptions surfaced by the programme's interactive learning activities.

    Highlight 3

    I provide guidance that connects mathematical reasoning to responsible AI practice: interpreting evidence, checking assumptions, and explaining uncertainty clearly.