Liangxiao LI

Research Assistant at 深圳湾实验室 Shenzhen Bay Laboratory
  • Claim this Profile
Contact Information
us****@****om
(386) 825-5501
Location
Beeston, England, United Kingdom, UK
Languages
  • 中文 Native or bilingual proficiency
  • 英语 Professional working proficiency

Topline Score

Topline score feature will be out soon.

Bio

Generated by
Topline AI

You need to have a working account to view this content.
Join now
You need to have a working account to view this content.
Join now

Credentials

  • Introduction to R
    DataCamp
    Jan, 2023
    - Oct, 2024
  • Understanding Machine Learning
    DataCamp
    Jan, 2023
    - Oct, 2024
  • Data Structures and Algorithms Specialization: Algorithm Toolbox
    Coursera
    Aug, 2022
    - Oct, 2024
  • Programming Foundations with JavaScript, HTML and CSS
    Coursera
    Aug, 2022
    - Oct, 2024
  • SQL for Data Science
    Coursera
    Jul, 2022
    - Oct, 2024
  • Stanford Machine Learning
    Coursera
    Dec, 2021
    - Oct, 2024

Experience

  • 深圳湾实验室 Shenzhen Bay Laboratory
    • China
    • Biotechnology Research
    • 1 - 100 Employee
    • Research Assistant
      • Jul 2023 - Present

      1. Spearheaded the analysis of COVID-19 Spike Protein mutation patterns using data extracted from the PDB database. 2. Employed R for comprehensive data preprocessing, including log transformation, normalization, and capping. 3. Leveraged SAS for in-depth correlation studies, linking residue attributes and uncertainty to mutation frequencies. 4. Implemented machine learning clustering (K-means, DBscan) to pinpoint mutation hotspots, validated through permutation-based tests. Self-initiated learning and application of Gaussian Process in Python for predictive modeling, with emphasis on overfitting prevention. 5. Optimized model parameters using Log marginal likelihood and other evaluation metrics. Show less

  • 宁波美象信息科技有限公司
    • China
    • Software Development
    • Poolth Data analyst Intern
      • Aug 2022 - Sep 2022

      http://www.meixxx.com/ 1. Led the development of a CRM system using Smartdata and SQL for streamlined data management. 2. Managed daily databases with Navicat and Dbeaver, rectifying data inaccuracies and equipment issues. 3. Analyzed electric meter data for the digital twin project, providing insights on hospital consumption patterns. 4. Assisted in crafting the First Hospital's digital twin database, focusing on electric meter data and room allocations. 5. Conducted market research on PAAS platforms to gauge industry trends. 6. Established digital twin APIs using Smartdata and Postman, enhancing system integration. Show less

  • 宁波盛宸进出口有限公司
    • Business Analyst
      • Jul 2021 - Aug 2021

      1. Cleaned, transformed, and normalized 100+ products data extracted from global e-commerce platforms such as Alibaba Express, driving product optimization. 2. Enhanced product visibility through strategic digital marketing techniques, utilizing tools such as Google Trend. 3. Continually monitored and adjusted product performance metrics, utilizing KPIs like sales volume to fine-tune strategies. 1. Cleaned, transformed, and normalized 100+ products data extracted from global e-commerce platforms such as Alibaba Express, driving product optimization. 2. Enhanced product visibility through strategic digital marketing techniques, utilizing tools such as Google Trend. 3. Continually monitored and adjusted product performance metrics, utilizing KPIs like sales volume to fine-tune strategies.

Education

  • 英国诺丁汉大学
    BSc (Hons), Statistics
    2022 - 2024
  • University of Oxford
    Summer School, Artificial Intelligence
    2022 - 2022
  • UNNC
    理学学士 BSc (Hons), Statistics
    2020 - 2022

Community

You need to have a working account to view this content. Click here to join now