Skip to content
View markhenanliu's full-sized avatar
1 follower · 2 following

Block or report markhenanliu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
markhenanliu/README.md

Mark Liu

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

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

On the Weekend

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

Currently Reading

The Moon and Sixpence — W. Somerset Maugham

Last Read

The Fall — Albert Camus

Popular repositories Loading

  1. 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

  2. starbucks-nlp-recommender starbucks-nlp-recommender Public

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

    Jupyter Notebook

  3. 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

  4. markhenanliu markhenanliu Public