Compensation Analyst& Project Manager
Turning complex data into actionable insights that drive business decisions
Amy Corona
Data-Driven Problem Solver
I'm a compensation analyst and project manager who turns complex data into clear, actionable insights. My background in data science gives me a unique perspective on solving business challenges through analytics.
With expertise in Python, R, SQL, and machine learning, I bridge the gap between technical analysis and business strategy. I thrive on making data accessible and meaningful for diverse stakeholders.
Data Science Projects
Vision Health: What Works vs. Marketing Hype
Blue light glasses. Bilberry supplements. Eye vitamins. The wellness industry pushes them hard, but what does the research actually show? I dug through the clinical trials and found that many popular products lack evidence, while boring interventions (outdoor time for kids, screen breaks, proper lighting) have strong RCT support. The biggest surprise: low-dose atropine can slow childhood myopia progression by 50%. This guide separates fact from marketing.
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Evidence-Based Supplements for ASD, ADHD & OCD
What if a few simple supplements could help your kid's brain? When my son was diagnosed with ASD, I dove into the research. Hundreds of studies later, I found surprising overlaps: Omega-3s help both ASD and ADHD. Zinc can cut ADHD medication needs by 37%. NAC reduces irritability in ASD and helps OCD. L-Carnitine addresses the mitochondrial dysfunction found in 30-80% of ASD kids. The key is knowing which ones actually have evidence — and which are just marketing.
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Predicting Customer Churn
Built a Random Forest classifier with 90% accuracy to predict e-commerce customer churn. Key insight: tenure is the #1 retention driver — long-term customers become loyal repeat buyers, revealing a clear opportunity for early engagement strategies.
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World Happiness Report Analysis
Analyzed factors influencing happiness across 146 countries. Found that GDP per capita, social support, healthy life expectancy, and freedom to make life choices are the strongest predictors of national happiness.
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Helping Doctors Prescribe Medicine
Analysis of patient data to predict suitable medication based on age, sex, blood pressure, and cholesterol levels. Includes data preprocessing, one-hot encoding, and decision tree visualizations.
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Infertility & Hormone Levels
NHANES survey analysis exploring the relationship between hormone levels and infertility, revealing that estrogen levels are higher among individuals experiencing infertility.
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