About Me
Hi, I’m Amelia, a data enthusiast with a B.S. in Statistics and Data Science from UC Santa Barbara. I currently work at Magic Touch Software International as a Data Analyst, where I create customized data reports using SQL, Excel, Crystal Reports, and Power BI; design user-friendly web interfaces with HTML; and support dental laboratories worldwide with our CRM platform.
Outside of work, I’m actively building my skills in Data Science and Machine Learning through hands-on projects that explore topics like music analytics and natural language processing. When I’m not coding, you’ll likely find me on the golf course, playing instruments, or finding new ways to combine creativity with data. I’m always excited to collaborate, learn, and grow—whether it’s on a new project, a job opportunity, or just a great conversation. Feel free to reach out!
Software and Languages
Certifications
Google Data Analytics Certificate- Coursera (June 2025)
Data Science and Machine Learning - Kaggle (2025)
Featured Projects

Flood Claims
*This project is currently in progress*.It explores the FEMA redacted Flood Claims.
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US Golf Course Access
*This project is currently in progress*.It explores whether top PGA and LPGA players are more likely to come from areas with higher access to golf courses, using geospatial data and player rankings.
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NLP with Amazon Reviews
Using Natural Language Processing (NLP) to classify Amazon product reviews based on the written text. The goal is was to gain consumer insight by leveraging text-based features and machine learning models.
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Mood Classification using Spotify Audio Features
Applied classification algorithms to predict song mood (happy or not happy) from Spotify audio characteristics like valence, energy, and danceability
View ProjectWhy is my favicon a duck?