Selected projects

Ideas made
into useful work.

Products, systems, and interfaces. Explore the brief, my contribution, and the decisions behind each project.

Featured project / University project

Trading Systems Literature Review

My reproducible literature-review pipeline for mapping trading-system research from Scopus records into defensible text-mining, bibliometric, and VOSviewer evidence.

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1 - 6 of 8 projects

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01 University project Data Analytics

Market Segmentation Using Clustering

A reproducible customer segmentation case where I transformed retail transactions into RFM features, selected a four-cluster structure, and translated the segments into marketing actions.

My role: Lead analytics author and clustering workflow builder with Hamed Al-Saedi and Majid Tayfour

R
R Markdown
readxl

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02 University project Data Analytics

Product Demand Time Series Forecasting

A reproducible ARIMA and ETS forecasting case that turns daily store-item sales into monthly inventory planning guidance.

My role: Lead forecasting analyst and report author with Hamed Al-Saedi and Majid Tayfour

R
R Markdown
forecast

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03 University project Data Analytics

Retail Performance Analytics

A Tableau case study where I analyzed Sample Superstore sales, profit, discounting, region, and product performance to test whether revenue growth was creating sustainable profit.

My role: Lead retail analytics storyteller and Tableau dashboard builder

Tableau
Tableau calculated fields
Interactive dashboards

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04 University project Data Analytics

Multiple Regression in Biology & Analytics

A regression case study where I modeled forest-fire burned area using environmental predictors, diagnosed the limits of OLS, and translated a weak but meaningful signal into responsible ecological interpretation.

My role: Lead regression analyst, report author, and presentation designer

R
R Markdown
tidyverse

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05 University project Data Analytics

Multivariate Performance Analysis of Firms

A PCA case study where I reduced 96 firm-level financial ratios into interpretable dimensions of solvency, profitability, cash flow, asset structure, and operating efficiency.

My role: Lead PCA analyst, report author, and presentation designer