Used car prices in Egypt
2021 data · published 2022
A public notebook that predicts used-car prices in Egypt. It cleans the listings, adjusts kilometres, and fits a linear model of price.
Portfolio
Four featured pieces, then more public work.
Image classification on AWS
2022
An image model, trained and deployed on AWS.
UAE University
April 2025
Advanced data analysis for professionals at United Arab Emirates University, with Strategic Axis Training Academy. The session covers Power BI, DAX, dashboards, and hypothesis testing.
Shipping routes and lead time
2018–2021
Lead time reduced by 4 to 5 weeks, with up to 40 days of flexibility for Orange Egypt teams, after replenishment moved from China to Dubai.
More public work
- 2017
Using warehouse data to cut outsourcing cost by more than half.
- 2026
Short pages you can play about probability, paradoxes, and decisions.
- 2023–2025
A guide for choosing a statistical test, with a decision tree, a catalog, scenarios, and a quiz.
- 2016–2021
Dashboards that bring several data sources into one view.
- 2022
A script that saves TCGPlayer prices so deals can be compared.
- 2020
A test of a new shop page. It did not win, so the old page stayed.
- 2023
Choosing which Starbucks offer fits a customer.
- 2020
Cleaning tweet data and charting ratings, breeds, and favorites.
- 2021
SQL questions on a music store, with the answers charted in Excel.
- 2021
Charts of population, poverty, work, and income from a US Census dataset.
- 2020
Cleaning and exploring a set of about 10,800 films.
Training
Other sessions for teams and students.
Etihad Rail
Advanced statistics and data analysis for Etihad Rail.
Enactus
January to February 2021
Supply-chain sessions for Enactus student members.