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glenyslion/README.md

Hi there

👩‍💻 About Me :

I am a Data Scientist from Indonesia, currently living in the USA.

  • Master’s student at Northwestern University, majoring in Machine Learning and Data Science.

  • Currently a Senior Business Data Analyst Intern, Fraud & Risk at Intuit.

  • Former Data Analyst at Tokopedia, which was later acquired by ByteDance.

  • Graduated from The Chinese University of Hong Kong, Shenzhen, with a major in Statistics and a focus on Data Science.

  • Connect with me on LinkedIn

📚 Projects:

🛠️ Languages and Tools :

Python  SQL  R  Tableau  Excel 

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  1. Advanced-RAG-with-AI-Agent-for-Financial-Data Advanced-RAG-with-AI-Agent-for-Financial-Data Public

    AI chatbot for finance news using Retrieval-Augmented Generation (RAG) with advanced summarization.

    Jupyter Notebook 1

  2. Restaurant-Recommender-and-Segmentation Restaurant-Recommender-and-Segmentation Public

    Restaurant recommendation system with customer segmentation using RFM, CLV, and collaborative filtering techniques.

    Jupyter Notebook

  3. Pets-Facial-Expression-Classifier-and-Style-Transfer Pets-Facial-Expression-Classifier-and-Style-Transfer Public

    A fun deep learning project that classifies pet facial expressions and applies artistic styles to pet images.

    Jupyter Notebook

  4. Airlines-Delay-Prediction Airlines-Delay-Prediction Public

    Predicting airline delays using machine learning models in R, with a focus on XGBoost for improved recall. Features selected via logistic regression and VIF analysis.

  5. Speech-to-Text-Analysis Speech-to-Text-Analysis Public

    An end-to-end speech-to-text and summarization pipeline using Whisper, NER, and fine-tuned T5 with LoRA and LLaMA agents, deployed via a Streamlit web app.

    Jupyter Notebook

  6. movie-critic-rating-prediction movie-critic-rating-prediction Public

    Movie Critic Rating Prediction

    Jupyter Notebook