All Projects

4 projects

Plot — Analytics Sandbox

In-browser analytics sandbox: drag-and-drop pivoting, a from-scratch aggregation engine, BI primitives like cohort retention and correlation matrices, and a visual-query-to-SQL transcriber that shows the SQL behind every chart.

BankPulse

Quarterly data pipeline ingesting FDIC Call Report data for 4,500+ US banks, rolling eight regulatory health metrics into a composite risk score surfaced in Power BI.

Python
dbt
BigQuery
Power BI
GitHub Actions

Boba Shop Revenue Analysis

Analyzed ~1,049 app transactions across three cities to surface concrete revenue levers across acquisition, order frequency, and order size.

Python
Excel

SBA Loan Default Classification

End-to-end binary classification pipeline on ~800K SBA loan records using H2O GBM, reaching 0.81 test AUC after tuning 324 hyperparameter combinations.

Python
H2O
pandas
scikit-learn