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xiaolong0728/README.md

Hi there πŸ‘‹

I'm Xiaolong Sun, a Data Science and Machine Learning enthusiast.

🧐 About Me

  • πŸ’Ό I'm a Research Engineer affiliated with Uppsala University, where I contribute to exploring new approaches to forecasting conflicts.
  • πŸ“š I have a strong skill set in Python, which I often use for data analysis and machine learning projects.
  • πŸ‘― I have experience dealing with text, image, and time-series data.
  • πŸ”­ I'm constantly learning and exploring CI/CD tools.
  • 🌱 I'm passionate about using data to uncover meaningful insights and drive data-driven decision-making.

πŸ”₯ My Projects Highlights

Here are some of my notable repositories and contributions:

A package that contains modeling procedure, evaluation, and forecasting using Darts.

A comprehensive machine learning pipeline designed to produce monthly predictions of future violent conflict at both country and sub-country levels.

A package that contains evaluation schemas and metrics to evaluate VIEWS models.

An improved ViEWS2-based API for retrieving predictions using the asynchronous structure.

πŸ›  Languages and Tools

python logo mysql logo javascript logo matlab logo java logo cplusplus logo vuejs logo react logo amazonwebservices logo docker logo bash logo gitlab logo selenium logo

✍ Get in Touch

Feel free to reach out to me if you'd like to collaborate, discuss data science projects, or have any questions!

Pinned Loading

  1. views-platform/views-pipeline-core views-platform/views-pipeline-core Public

    VIEWS Pipeline Core is a comprehensive machine learning pipeline designed to produce monthly predictions of future violent conflict at both country and sub-country levels.

    Python 1

  2. views-platform/views-stepshifter views-platform/views-stepshifter Public

    VIEWS Stepshifter is a package that contains modeling procedure, evaluation and forecasting using Darts

    Python 1

  3. prio-data/views_pipeline prio-data/views_pipeline Public

    VIEWS forecasting pipeline for monthly prediction runs. Includes MLops and QA for all models/ensembles.

    Jupyter Notebook 5 3

  4. views-platform/views-models views-platform/views-models Public

    Jupyter Notebook 1

  5. prio-data/escwaapi prio-data/escwaapi Public

    Jupyter Notebook 1

  6. YOLO YOLO Public

    Jupyter Notebook