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thaopham98/README.md

Hi My name is Thao Pham

πŸ˜„ My pronouns is she/her

πŸ‘©β€πŸŽ“ I'm a data scientist with a B.S. in Computer Science and an M.S. in Business Analytics. I use Python, SQL, Power BI, Excel, and R to transform complex data into reliable insights, clear visualizations, and practical recommendations.

πŸ‘©β€πŸ’» My interests include data analytics, business intelligence, predictive modeling, and applied machine learning. I enjoy projects that combine technical problem-solving with practical business impact.

  • 🌍 I'm based in United States
  • πŸ–₯️ See my portfolio at GitHub

Projects

Please feel free to see some of my projects

  • πŸ”­ Ulta Beauty Assortment Analysis A beauty-tech case study demonstrating an end-to-end data engineering pipeline, from responsible web collection and normalized schemas through data cleaning, image processing, color science, validation, and reproducible analytical outputs.

    • Built a reproducible Python pipeline to collect, clean, validate, and organize public product and variant data.
    • Extracted colors from digital swatch images and converted them into RGB, HEX, and CIE L*a*b* color representations.
    • Developed an interactive color map for exploring products by hue, lightness, brand, and shade.
    • Analyzed product prices and unit prices to make comparisons across different package sizes.
    • Used Python, SQL, Power BI, and Plotly to prepare, analyze, and visualize the data.
  • 🏁 Job Optimizer An NLP-focused project designed to help job seekers understand and evaluate job postings.

    • Applied natural language processing and machine-learning techniques to job-posting text.
    • Explored how skills, qualifications, and other important terms can be extracted from job descriptions.
    • Created analytical workflows to support more informed job-search decisions.
  • 🏁 Police Incident Reports This Power BI report visualizes police incident reports to analyze crime trends, district-wise incidents, and temporal crime patterns. The goal is to provide actionable insights for law enforcement, policymakers, and the public.

Other Repositories

PythonGitrlangC++JavaC#VS CodeMySQLDocker

Socials

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  1. DataScience DataScience Public

    Jupyter Notebook

  2. Python Python Public

    Jupyter Notebook

  3. SQL-Projects SQL-Projects Public

    This is where I stored most of my SQL related projects/codes.

    TSQL

  4. Sephora_Project Sephora_Project Public

    Python

  5. Ulta-Analysis Ulta-Analysis Public

    Python data engineering and image-processing pipeline for Ulta Beauty product scraping, blush dataset preparation, and reproducible sRGB, HEX, and CIE Lab cosmetic swatch analysis.

    HTML