Every two years, the Aspen Institute's College Excellence Program collects student outcomes data to assess community colleges nationally and inform the process through which the finalists and...

For years, headlines have warned: AI is coming for your job! But how real is the threat? Now, for the first time, it’s possible to see exactly *how much* of a job AI might take over. This...

Data visualization project for Al Majalla magazine, December 2024. This full-page area chart illustrates the evolution of Israel’s economy, creatively using positive (blue) and negative (white)...

Glassdoor is probably the most well-known resource for job search, company reviews, and salary monitoring. I collected data through scraping and parsing job listings for 'Data Analyst' positions in...

SciFlows is an interactive web application that analyzes global academic mobility trends. The visualization uses publication data from the Dimensions database that aggregates changes in author...

The data story guides readers through a step-by-step analysis of the challenges that banks in emerging markets will encounter in 2025. In this interactive piece, readers can explore various data...

Data visualization project for Al Majalla magazine. This project features two full-page visualizations for the article The Scramble for Africa, published in November 2023. Designed for both English...

Data Points are striking data visualizations that reveal the beauty in insight by embodying the ethos of Deloitte Insights: effective thought-leadership requires not only having the data, but...

The "Call Center Dashboard," built using the #RWFD dataset in Tableau, provides a comprehensive view of a fictional call center's performance during March 2024, with a strong emphasis on delivering...

Data visualization project for Al Majalla magazine, published in September 2024. A set of graphics for the report Baghdad Cuts Kurdistan’s Oil Revenue and Independence Hopes, designed in an...

India’s Unicorn Club showcases the remarkable growth and evolution of Indian unicorn companies from 2011 to 2022. A "unicorn" refers to a privately held startup that has achieved a valuation of $1...

Aging populations have been an ongoing concern across the world in recent years, and the United States is no exception. This infographic in particular highlights how aging populations, exacerbated...

“Student Debt in the United States” examines student loan debt across various U.S. states during the 2021-2022 academic year, offering a geographical perspective on the growing financial burden of...

The HR Dashboard is an interactive Tableau project designed to provide key insights into workforce demographics, hiring trends, and income distribution. The dataset was generated using ChatGPT and...

Traditional financial reporting, typically in tabular format, notoriously fails to take advantage of the benefits of data visualization, including speed to insight, accuracy of insight, and...

Sea level rise and cyclones. Supply chain shocks and cyber-attacks. Global insurance losses from disasters both natural and man-made are soaring. In the US alone, Moody’s data shows that losses...

"The Arabian Oil Trade" is a data-driven exploration of Saudi Arabia’s role in global crude oil exports. Ever wondered where the oil in your car originates? This visualization takes you on a...

This data visualization offers a comprehensive overview of an organization's financial performance, focusing on budget adherence on a monthly basis. Through an interactive interface, users can...

This visualization explores car brand reliability in the United States, based on J.D. Power’s 2024 U.S. Vehicle Dependability Study. It ranks brands by problems per 100 vehicles (PP100), offering a...

In 2023, Texas State University initiated a study on faculty salary trends, comparing them to national medians and peer institutions. As a faculty senate fellow, I created data visualizations to...

This is my interactive resume built in Tableau Public. I wanted a way to showcase my skills and passions in order to stand out from other job applicants.

In the era of Exponential Risk, interlocking global challenges are combining to create complex problems. Understanding the real-time complexities of risk through smart use of data and technology is...

The Global Investor 75 (featured) is one of several rankings Infrastructure Investor publishes annually. Ranking the 75 largest institutional investors globally by total AUM allocated to...