About me

Hi, I'm Siming Su — a Machine Learning Engineer and Data Scientist with 2+ years of experience turning complex data into impactful solutions. My work spans across time series forecasting, data analysis, LLM applications, model comparison, and end-to-end model development for both research and real-world deployment.

What i'm doing

  • design icon

    LLM (Large Language Model)

    Training LLM to do specific task is one of my most interested field.

  • machine learning icon

    Machine Learning & Deep Leanring

    Performed both traditional Machine Learning and advanced Deep Learning models to perform optimization.

  • analytics icon

    Analytics

    Performed Data Analytics to gain data and bussiness insights.

  • Philosophy icon

    Database Management

    Maintained database system to better manage valuable real world data.

Work Places

Resume

Education

  1. Northwestern University

    2023.09 - 2024.12

    M.S. Machine Learning and Data Science
    (GPA: 4.0/4.0)

  2. University of Calfornia - Santa Barbara

    2018.06 - 2022.09

    B.S. Mathematics
    B.S. Statistics & Data Science
    (GPA: 3.9/4.0)

Experience

  1. Founder

    2024.12 - present

    Utilize Data Science and Machine Learning to analyze the data and provide insights to the wellness industry.

  2. Machine Learning Engineer Intern

    2024.06 - 2024.08

    Develop Computer Vision System script to perform object Detection, Segmentation, Object alignment tasks.

  3. Data Science Student Consultant

    2023.09 — 2024.06

    Write algorithms such as Random Forest, Regressional Anlaysis to analyze and improve for Bussiness purpose.

  4. Data Engineer/Scientist

    2022.09 — 2023.09

    Designed and developed the data process pipeline for the trading purposes to digest and analyze the dataset.

  5. Data Science Intern

    2020.08 — 2020.09

    Utilized Data Science and Bussiness algorithms to analyze retailing bussiness and customers behaviors to improve user expeirence.

My skills

  • Machine Learning & Deep Learning
    80%
  • Database Management
    70%
  • Data Visualization
    90%
  • Bussiness Analytics
    80%
  • Cloud Computing
    90%

Portfolio

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Contact

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