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ngweimeng/README.md

👋 Hi there! I'm Wei Meng

Two Truths One Lie

  • I navigated on a warship.
  • I enjoy delving into data to solve problems.
  • I can survive a day without coffee.

Former Naval Officer. I tinker with Data projects in my free time. You may view my Linkedin Profile here.

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  1. data_operation_animation_with_manim data_operation_animation_with_manim Public

    An interactive web application that generates step-by-step animated videos to teach data manipulation operations in Python. Designed for beginners, it uses visually engaging animations to make lear…

    Python 3 1

  2. NLP-NDR-Speeches NLP-NDR-Speeches Public

    Dissecting National Day Rally speeches delivered by Singapore's Prime Minister Lee Hsien Loong, using Natural Language Processing

    Jupyter Notebook

  3. SQLChat SQLChat Public

    SQLChat is a Streamlit web app that allows users to upload data, convert natural language to SQL, and extract insights using an interactive chat interface.

    Python 1

  4. RAG-on-FAANG-SEC-Filing RAG-on-FAANG-SEC-Filing Public

    Retrieval Augmented Generation approach to analyze 2023 10-K filings from FAANG companies, offering insights into financial metrics and business performance through an interactive web application.

    Python 1

  5. vectorization-classification vectorization-classification Public

    This project evaluates the impact of various text vectorization methods on sentiment classification accuracy using the Amazon Customer Review Dataset.

    Jupyter Notebook

  6. Spotify_ETL_Pipeline Spotify_ETL_Pipeline Public

    Build a Python and AWS-based ETL pipeline to extract, transform, and load Spotify's "Top Songs - France" playlist data into S3, with querying via Athena.

    Jupyter Notebook