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yxy1104/README.md

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Who I am

Are you passionate about leveraging the power of data science to create business strategy, drive user engagement, and make financial impact? If so, we have something in common!

I am a seasoned data science professional with 8 years of experience in digital media and marketing analytics for healthcare and insurance industries. I help companies solve complex business problems and make data-driven decisions through A/B/multivariate testing, statistics, and machine learning. Examples from my achievements include:

  • Successfully launched a pioneering care management lite program to 200K Medicare plan users, driving 35% behavior change and 10K incremental compliances in health screenings
  • Built and deployed a multi-class neural network model to optimize the targeting of digital campaigns and achieve $5-7.5M of incremental medical cost savings
  • Standardized experimentation framework and leveraged causal inference methodologies to improve the accuracy of program impact by 30%

What I'm up to...

  • I’m constantly learning, currently focusing on causal inference with machine learning and Python
  • My next learning goal is to understand the basics of GenAI and MLOps
  • I'd like to expand my industry knowledge in product analytics and user growth strategies as well

Let's connect...

My passion for data science, problem-solving, and technical leadership drives me to innovate, collaborate, and mentor. Let's connect to explore how my expertise can elevate your organization's next data-driven initiatives. Please reach out to me at [email protected] or visit my LinkedIn profile at https://www.linkedin.com/in/yangxiaoyu/. Let's embark on a journey toward shared success and impact!

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  1. my_kaggle my_kaggle Public

    This is a repository for my notebooks and scripts of Kaggle competitions

    Jupyter Notebook

  2. mh-discharge-survival-analysis mh-discharge-survival-analysis Public

    A survival analysis model to predict the length of stay until discharge for a mental health counseling service startup

    Jupyter Notebook