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Portfolio

Case studies built around the business decision.

Each write-up follows one structure: objective, data, analysis, key findings, business impact, and stated limitations. Findings are reported only where credible data supports them.

Selected work

Projects

SQL · Python · Statistics · Power BI

Completed Analysis

Delta Air Lines — Operational Performance Analysis

Independent portfolio analysis using public airline performance data.

Public-data analysis

What operational conditions appear most associated with flight disruption, and where might management focus attention?

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SQL · Python · Excel · Power BI

Data Preparation Complete

Hotel Operations Intelligence

Maintenance demand, room availability and workload in full-service hotel operations.

Hybrid project — public lodging data with synthetic training data

Which operational factors are associated with rooms being unavailable, and how could a manager prioritize limited resources?

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MySQL · SQL · Excel

Completed Analysis

Employee Database Analysis

Workforce composition and pay distribution across a 240K-record relational HR database.

Public sample database

Where does headcount concentrate, and which departments carry the highest average salary exposure?

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Python · CSV · Descriptive statistics

Completed Analysis

Product Catalog Data Analysis

Pricing and availability profile of a 462-record product catalog, in pure Python.

Coursework dataset

How is list price distributed across categories, and how much of the catalog is actually purchasable right now?

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