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Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

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yingliu1206/README.md

Hi 👋, I'm Ying

Data Scientist | Passionate about Transforming Data into Actionable Insights

🔭 Data Analysis

  • Collaborated with stakeholders at Kaiser Permanente to refine performance metrics, resulting in a 15% cost reduction.

📊 Data Visualization

  • Expert in Tableau and Power BI, creating reports that simplify complex data for non-technical audiences.

💡 Forecasting Models

  • Designed forecasting models that cut yearly autism therapy costs by 10%, translating analysis into actionable insights.

📈 Database Management

  • Improved SQL Server performance by 20% through optimization of tables, triggers, and stored procedures.

🛠️ Programming Proficiency

  • Proficient in Python, R, and SQL for advanced statistical analysis, including regression and hypothesis testing.

☁️ ETL Processes

  • Developed ETL pipelines on cloud platforms, ensuring seamless data extraction and integration.

🤖 Machine Learning

  • Solid foundation in machine learning, implementing predictive modeling and feature engineering.

📚 Academic Background

  • Equipped to tackle complex data challenges through my data science and analytics education and hands-on projects.

🌱 Continuous Learning

  • Committed to advancing skills in MLOps and time series analysis for innovative data science solutions.

📈 GitHub Stats:

Most Used Languages GitHub Stats Streak Stats

🌐 Additional Stats:

🛠️ Languages and Tools:

aws azure css3 docker flask gcp git hadoop hive html5 kubernetes linux matlab mongodb mssql mysql oracle pandas photoshop postgresql python pytorch scikit_learn seaborn sqlite tensorflow

Connect with me:

LinkedIn

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  1. Analyzing-Factors-for-Advertisement-Click-Rate--with-PySpark Analyzing-Factors-for-Advertisement-Click-Rate--with-PySpark Public

    Utilized cloud computing to gain new insight into variables that contribute to the click rate of advertisements. [Spark, AWS, Python]

    Jupyter Notebook

  2. Healthcare-Provider-Fraud-Detection Healthcare-Provider-Fraud-Detection Public

    Jupyter Notebook

  3. Password-Manager-GUI-App Password-Manager-GUI-App Public

    The Password Manager is a secure application designed to store passwords locally in JSON format. It generates complex passwords, copies them to the clipboard for user convenience, allows users to s…

    Python

  4. Pomodoro-GUI-Application Pomodoro-GUI-Application Public

    This program utilizes the Python module Tkinter to create a user-friendly graphical interface. This application is designed to help users manage their time effectively by following the Pomodoro Tec…

    Python

  5. SnakeGame SnakeGame Public

    Welcome to the Snake Game project! This game is a fun implementation inspired by the classic snake game, created as part of the 100 Days of Code challenge on Udemy.

    Python

  6. web_scraping_ingrid web_scraping_ingrid Public

    Forked from comp-strat/web_scraping

    Code and data for the research team scraping charter websites using scrapy, requests, Selenium, and wget with Python, shell, and Docker. This is the foundation of analyses into charter schools' lin…

    Python