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Hello, I am Amelia and I am passionate about data. I hold a Bachelor of Science degree with Honors in Finance and Statistics from NYU Stern School of Business and a Master’s degree in Data Science from the University of British Columbia (UBC). In the future, I am looking forward to exploring the endless possibilities that lie within the captivating world of data science as an avid learner and collaborator, alongside like-minded peers and talented industry pioneers. 😊

• Model Fitness Gym Churn Visualization and Analysis (PowerBI, PowerQuery, Dax) GitHub Repository

• Used Laptop Price Data Visualization Dashboard App (Python, Streamlit, Plotly Express) GitHub Repository

• Video Game Sales Data Visualization Dashboard App (R, dash, ggplot2, dplyer, tidyr, collaborated with fellow students at UBC MDS) GitHub Repository

• Hospital Emergency Department Data Dashboard (Tableau) GitHub Repository

• E-commerce Website Analytics Dashboard (Google Looker Studio, Google Analytics 4) GitHub Repository

• Extract, transform and load (ETL) data pipeline in AWS using S3, EC2, Glue and Athena GitHub Repository

• Car price prediction: Regression using linear regression and tree-based models (deployed on Azure as a Flask app and containerized the project using Docker)

• Disney Review Sentiment Analysis and Topic Modeling: Sentiment analysis using TextBlob, VADER and ChatGPT Prompt Engineering and topc modeling using HDBSCAN, LDA and ChatGPT.

I recently started to document my learning journey in data analytics/data science/web development (as a personal hobby). Please check out my profile on Medium.

• How to Run a Python Script Stored in S3 on EC2