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Data Analysis Projects

This portfolio features data analysis and digital marketing work completed during my time at Vanderbilt University. Each project highlights my approach to solving business problems through data, research, visualization, and actionable insights.

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TinyTitan Data Analysis Project

Analyzed consumer preferences and purchase intent for TinyTitan using survey research and statistical modeling. Applied factor analysis, regression, and hypothesis testing to identify high-value customer segments and develop data-driven marketing recommendations.

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SPSS Output
Complete SPSS output, including all analyses, tables and results.
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Variable Key
Complete Word File with variables names and descriptions
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SPSS Dataset
Complete dataset used for all analyses in SPSS.
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Qualtrics Survey
Full survey export including all questions.

Digital Marketing Projects

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Website Performance Evaluation

Google Merchandise Store Analytics by Sparsh_page-0001.jpg

Google Merchandise Store Analytics

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Website Design Audit

Lead Generation with Canva by Sparsh_page-0001.jpg

Lead Generation with Canva

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Linkable Content

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Google Search Ads

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Onboarding Emails

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Social Media Plan

Managing an Online Reputation by Sparsh_page-0001.jpg

Managing an Online Reputation

Marketing to Mobile Users by Sparsh_page-0001.jpg

Marketing to Mobile Users

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Conversion Rate Optimisation

Keyword Selection and Mapping by Sparsh_page-0001.jpg

Keyword Selection and Mapping

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Google Display Ads

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Social Media Execution

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Incorporating AI in Digital Work

Job Market Analysis Project

Analyzed employment trends, salary outcomes, hiring timelines, and geographic patterns using data from multiple public and institutional sources to deliver actionable career insights for Vanderbilt MMark students.

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​Marketing Analytics Case Studies

A collection of case studies completed at Vanderbilt University, applying statistical analysis, experimental design, and business strategy to solve real-world marketing and analytics challenges across consumer behavior, advertising, pricing, product strategy, and market research.

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Wrigley's Eclipse Case Analysis

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RestaurantGrades Case Analysis

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RocketFuel Case Analysis

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Finale Deserts Case Analysis

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Amazon Shopper Case Analysis

Statistical Analysis Projects

A collection of SPSS projects showcasing the application of statistical methods, including regression, ANOVA, t-tests, correlation analysis, and survey validation, to generate actionable business insights.

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Strategic Marketing Projects

A portfolio of strategic marketing projects focused on brand positioning, pricing strategy, growth marketing, customer experience, and experimentation, with recommendations grounded in market research and business analysis.

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Glossier
Booking.com
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Liquid Death
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Peloton
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Comprehensive Lululemon Brand Analysis

Conducted a comprehensive brand analysis of Lululemon, evaluating its positioning, customer experience, competitive landscape, brand equity, and growth strategy to develop actionable recommendations for strengthening its long-term competitive advantage.

(Note: Click on images to view projects)

Graphic Design Portfolio

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