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🎯
Focusing
🎯
Focusing
3 followers · 14 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2

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Lorre-Ramon/README.md

Hi 👋, I'm Boxuan (Eames) Shi

A Graduate Student @CMU Heinz (Master of Information System Management - Business Intelligence and Data Analytic `26) seeking ones way to become a data scientist or a business analyst.

  • 📫 How to reach me eames_shi@icloud.com

  • ⚡ Interests: Classical music | F1 | History | Lego | Table Tennis | Tennis

Connect with me:

施博轩

Data Science Portfolio:

🖼️ 1. ESGImg — Image & ESG Correlation

ESGImg Repo

Description: Analyze how images in ESG reports relate to ESG scores via vision-language models and multimodal AI (e.g. OpenAI CLIP, OpenAI GPT4-vision).

Tech Stack: Python, PyTorch, CLIP, pandas, NumPy

Data Science Skills Involved: Computer Vision, NLP (text embeddings), Feature Engineering, Casual Inference, ETL Pipeline

🎬 2. Netflix Customer Churn

Netflix Churn Repo

Description: Build a predictive model to forecast customer churn for Netflix using user behavior and subscription data.

Tech Stack: Python, scikit-learn, pandas, matplotlib, seaborn

Data Science Skills Involved: Exploratory Data Analysis, Machine Learning

Popular repositories Loading

  1. ESGImg ESGImg Public

    The repo of ESG image research. Utilizing SOTA method to quantify the impact of images.

    Python

  2. Lorre-Ramon Lorre-Ramon Public

  3. Netflix-Customer-Churn Netflix-Customer-Churn Public

    The project conducts an EDA and machine learning prediction on Netflix customer churn, providing insights into what drives customer churn and actionable recommendations for retention strategies.

    Jupyter Notebook