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Ling-Yun-Huang/README.md

Ling-Yun Huang | Data Science Portfolio

📍 Data Scientist | MSc in Data Science (Distinction) | 5+ years of experience

I am a Data Scientist with over five years of analytics experience, recently earning an MSc in Data Science from City, University of London. My expertise spans machine learning, big data technologies, energy analytics, statistical modelling, and computer vision. I specialise in deriving actionable insights from complex data, leveraging Python, SAS, and advanced analytical techniques to drive data-driven decision-making. Passionate about sustainable energy and healthcare, I thrive in cross-functional teams, optimising processes and developing impactful solutions.

📫 Contact Information

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  1. filling-missing-data-electricity-ml filling-missing-data-electricity-ml Public

    This repository contains the code and findings from my Master's dissertation at City, University of London, focusing on machine learning methods to impute missing data in electricity supply dataset…

    Jupyter Notebook 1

  2. IoT-Energy-Consumption IoT-Energy-Consumption Public

    IoT-based energy consumption forecasting using ML and LSTM models.

    Jupyter Notebook 1

  3. mask-detection-cv mask-detection-cv Public

    This project demonstrates the use of computer vision techniques to detect whether individuals are wearing masks in images. The solution leverages various machine learning models (such as CNN, SVM, …

    Jupyter Notebook 1

  4. nlp-text-emotion-recognition nlp-text-emotion-recognition Public

    A natural language processing (NLP) project for detecting emotions in text, classifying inputs into categories like joy, sadness, and neutral.

    Jupyter Notebook 1

  5. spark-gcp-data-optimization spark-gcp-data-optimization Public

    PySpark/GCP Dataproc pipeline achieving a 40x speedup in ML data preprocessing via TFRecord optimisation.

    Jupyter Notebook 1

  6. taiwan-renewable-energy-visualisation taiwan-renewable-energy-visualisation Public

    This project visualises Taiwan’s renewable energy trends and the impact of national policies, using time-series models forecast progress toward the 2025 target. Interactive tools allow users to exp…

    Jupyter Notebook 1