Skip to content
View finnli0410's full-sized avatar
  • Joined Oct 26, 2026

Block or report finnli0410

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.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. 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
finnli0410/README.md

Jia-Fei Li

  • saas-metrics-simulator: raw billing data → DuckDB staging/marts → tested KPI tree → ARR driver model. CAC, churn and new-customer ARPA each move 36-month ARR about 2.2× more than expansion does.
  • experiment-analysis: A/B test on 90,189 players. Day-7 retention is −0.82 pp [−1.33, −0.31], but an SRM failure (p = 0.009) blocks the ship decision until assignment is audited.
  • ai-market-research-agent: web search → LLM extraction → rule-based five-forces, HHI and VRIO scoring, with every claim cited. The foundry market has HHI ≥ 5,051.
  • ai-assistant-workflow: specialist-agent prompts, cron routines and a hash-locked, single-use approval gate for every external action.

Contact: LinkedIn

Popular repositories Loading

  1. saas-metrics-simulator saas-metrics-simulator Public

    SaaS KPI pipeline: raw billing data to DuckDB staging/marts, tested KPI tree, Streamlit dashboard and ARR driver model

    Jupyter Notebook

  2. experiment-analysis experiment-analysis Public

    A/B test analysis toolkit: SRM, power/MDE, Newcombe CIs, bootstrap, Holm, peeking simulation on Cookie Cats data

    Jupyter Notebook

  3. ai-market-research-agent ai-market-research-agent Public

    CLI agent: web search + LLM extraction + rule-based five forces, HHI and VRIO scoring into a cited Markdown report

    Python

  4. ai-assistant-workflow ai-assistant-workflow Public

    Specialist AI-assistant prompts, cron routines and a draft-before-send approval gate, with a runnable orchestrator

    Python

  5. finnli0410 finnli0410 Public

    Profile README