Project index

Work that connects analysis to action.

These case studies are currently being documented. Each finished project will include the problem, data, method, evaluation, limitations, and reproducible code.

01In progress

Customer churn modelling

A planned end-to-end case study covering exploration, leakage-safe validation, model evaluation, and action design.

  • Python
  • SQL
  • scikit-learn
02Planning

Analytics pipeline

A planned workflow for transforming raw sources into tested, documented, decision-ready data models.

  • dbt
  • Data modelling
  • BI
03Researching

RAG evaluation lab

Research notes on measuring retrieval quality, grounded answers, citation coverage, response time, and cost.

  • LLM
  • RAG
  • Evaluation