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markhenanliu/README.md

Mark Liu

itsmarkliu.com

Human.

Analytical operator learning how to build.

UCLA MSBA '26 in Applied Data Science & ML. Undergrad at CMU in Business and Decision Science.

Background across strategy and ops, commercial risk and analytics, consulting, and product — TikTok Shop, Aon, Vernonburg Group, NetApp.

Currently Building

  • Tassel: Grad photographer booking platform — hyperlocal P2P marketplace
  • TikTok AI feature expansion analysis

On the Weekend

Photographer · Barista & Sommelier in Training · Never made it in sports (Golf, Basketball, Tennis, Motorsports)

Currently Reading

The Trial — Kafka

Last Read

The Moon and Sixpence — W. Somerset Maugham
The Fall — Albert Camus

Pinned Loading

  1. tassel tassel Public

    Booking platform prototype connecting graduating students with student photographers

    TypeScript

  2. consumption-pricing-enterprise-infra consumption-pricing-enterprise-infra Public

    Financial models & Streamlit app exploring consumption pricing for enterprise infrastructure (STaaS) — Monte Carlo, TCO, deal profitability.

    Jupyter Notebook

  3. starbucks-nlp-recommender starbucks-nlp-recommender Public

    3-stage NLP pipeline for natural language product recommendations — UCLA Starbucks Data Challenge

    Jupyter Notebook

  4. subscription-winback-strategy-analysis subscription-winback-strategy-analysis Public

    Strategy analysis for subscription winback offers — which offer to run, for whom, and what it's worth. Metric design, segmentation, an economic model, and a rollout plan.

    Jupyter Notebook