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Skills & Expertise (22)
Work Experience
Intern
Tiger Analytics
May 2025 - Aug 2025
Conducted exploratory data analysis on 691 U.S. retail stores for a simulated apparel-retailer expansion case study, ranking the top 3 candidate states for new store openings based on average sales gross margin and existing store count. Built and evaluated a linear regression model in Python to predict store sales and identify key sales drivers, using train-test splits, OLS, variable selection, multicollinearity handling, and residual analysis, achieving a 15.1% test MAPE. Created a Power BI data exploration report analysing sales distributions, trends and seasonality, feature correlations, and store-characteristic impacts on sales, and presented findings during weekly supervisor reviews.
Volunteer Intern
Merlin AI
May 2023 - Jul 2023
Implemented configurable call-to-action (CTA) messaging for blog posts in a production Next.js codebase by adding custom CTA text to MDX front matter and propagating it to a reusable React CTA component. Handled posts without custom CTA text by building default fallback behaviour into the reusable component, ensuring consistent CTA rendering across blog posts.
Education
Bachelor of Computing - National University of Singapore
2022 - 2026 ยท Afghanistan
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Skills (22)
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