Portfolio foundation

What I build—and the evidence behind it.

Each published project connects a real analytical question to inspectable data, methodology, findings, recommendations, and runnable technical artifacts.

3Published case studies

1Project in development

3Fully reproducible

Published

Completed, evidence-backed work

Read the decision story first, then inspect the methodology and artifacts at your preferred depth.

PUBLIC DATA CASE STUDYCOMPLETED

Consumer Complaint Response & Data Quality Intelligence

Three complete calendar years of published CFPB complaint composition, response fields, taxonomy change, and data-quality evidence.

A reproducible CFPB analysis that governs category changes, reconciles 4.8 million published complaint records, and separates descriptive operational signals from unsupported company or market conclusions.

Domain: FINANCIAL SERVICES / CONSUMER OPERATIONS
Proves: Public-data acquisition · Analytical engineering · Metric governance
Tools: CFPB Consumer Complaint Database · Python 3 · SQLite SQL · Jupyter Notebook · Next.js · TypeScript
Evidence: FULLY REPRODUCIBLE

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PUBLIC DATA CASE STUDYCOMPLETED

Pharmaceutical Supply & Shortage Intelligence

A validated openFDA snapshot of shortage status, category, dosage-form, reason, age, and update patterns.

A reproducible openFDA analysis that preserves listing grain, makes multi-valued categories and incomplete fields explicit, and translates public shortage signals into a repeatable monitoring design.

Domain: HEALTHCARE / PHARMACEUTICAL ANALYTICS
Proves: Public API acquisition · Pharmaceutical data harmonization · Data-quality validation
Tools: openFDA Drug Shortages API · Python 3 · SQLite SQL · Jupyter Notebook · Next.js · TypeScript
Evidence: FULLY REPRODUCIBLE

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PUBLIC DATA CASE STUDYCOMPLETED

Federal Spending & Obligations Intelligence

Five complete fiscal years of Department of Defense contract obligations, translated into planning and oversight questions.

A reproducible USAspending analysis that measures change over time, identifies the agencies, contract categories, recipients, geographies, and fiscal-year periods driving the pattern, and keeps data-quality limitations visible.

Domain: GOVERNMENT / FINANCIAL ANALYTICS
Proves: Public API acquisition · Financial trend analysis · Concentration analysis
Tools: USAspending API v2 · Python 3 · SQLite SQL · Next.js · TypeScript
Evidence: FULLY REPRODUCIBLE

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In development

Next analytical builds

These records describe scope only. Findings, tools, images, and results will appear after each analysis and QA cycle is complete.

PUBLIC DATA CASE STUDYIN PROGRESS

Retail Demand & Customer Analytics

Planned demand, customer, and commercial performance analysis.

An in-development portfolio project designed to connect demand patterns with customer and operating decisions.

Domain: RETAIL / CUSTOMER ANALYTICS
Proves: Demand analysis · Customer segmentation · Decision support
Tools: Tool selection pending analysis
Evidence: METHODOLOGY ONLY

Case study not yet published