プロフィール詳細

プロジェクトを作成

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Dr. Wei Y.に依頼

Australia

PhD Research Data Analyst | Life Sciences, Health Data, Spectroscopy & Reproducible Python/R

プロフィール概要

I am a PhD-trained research data analyst working across life sciences, health, food and analytical science. I help researchers and R&D teams turn scientific questions, datasets and published evidence into reproducible analyses and clear, usable results. My work includes: • scientific data analysis in Python and R, from data cleaning and exploratory analysis through modelling, validation, visualisation and reporting • literature and evidence synthesis for defined scientific or technical questions • VIS–NIR / hyperspectral spectroscopy and chemometrics, including preprocessing, feature selection, model validation and transferability assessment • analysis and interpretation of biological, health, environmental and agricultural datasets • independent review of analytical workflows, model validation, data quality and reproducibility • scientific and technical reporting, manuscript figures and bilingual English–Mandarin scientific communication My background spans genetics, biotechnology, nanoscience, biomedical imaging, microbiome research and analytical spectroscopy. I focus on applying established quantitative methods carefully and transparently rather than presenting myself as a theoretical statistician or machine-learning method developer. Typical deliverables include reproducible Python/R analyses, data-quality and validation reports, literature/evidence reports, publication-ready figures and technical research summaries.

専門分野

• ★ Data Analysis
• ☆ Analytical Chemistry
• ☆ Spectroscopy
• ☆ Genetics
• ☆ Microscopy
• ☆ Python
• ☆ R

サービス

• Writing
• Research
• Consulting
• Data & AI
• Data & AI

Writing Technical Writing, General Proofreading & Editing, Translation

Research Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Analysis, Data Visualization, Data Cleaning, Data Processing, Data Insights

職務経験

Independent Researcher

2021 - 現在

Senior Scientist

Clearwaterbay Biomaterials (Huizhou) Ltd

12月 2020 - 7月 2021

Postdoctoral Researcher

Shenzhen University

1月 2015 - 1月 2017

Postdoctoral Researcher

Shanghai Jiao Tong University

1月 2011 - 12月 2011

学歴

PhD in Nano Science and Technology (Nano Science and Technology Program)

Hong Kong University of Science and Technology

2006 - 2010

Master‘ s degree in Genetics (Biology)

Fudan University

2003 - 2006

Bachelor of Science in Biology (Life science)

Huazhong Agricultural University

1999 - 2003

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Wei Yuan, Ling Xiong, Yanping Liu, Ruchuan Liu, Gao Wang, Yi He, Jianwei Shuai, Yang Jiao, Xixiang Zhang, Weijing Han, et al. (2019). Quantitative heterogeneity and subgroup classification based on motility of breast cancer cells* . Chinese Physics B.

Wei Yuan, Qihui Fan, Ruchuan Liu, Yang Jiao, Chunxiu Tian, James D. Farrell, Wenwen Diao, Xiaochen Wang, Fengrong Zhang, Haibo Han, et al. (2017). A novel 3-D bio-microfluidic system mimicking in vivo heterogeneous tumour microstructures reveals complex tumour–stroma interactions . Lab on a Chip.

Wei Yuan, Weijing Han, Shaohua Chen, Qihui Fan, Jianxiang Tian, Xiaochen Wang, Longqing Chen, Xixiang Zhang, Weili Wei, Ruchuan Liu, et al. (2016). Oriented collagen fibers direct tumor cell intravasation . Proceedings of the National Academy of Sciences.

Wei Yuan, Wei-jing Han, Jiang-rui Zhu, Qihui Fan, Junle Qu, Li-yu Liu (2016). In vitro three-dimensional cancer metastasis modeling: Past, present, and future . Chinese Physics B.

Yuan, Wei, Wu, H. Y., Huang, Q. S.(2006). Phylogenetic analysis of 25 SIV/HIV isolates sequences. Journal of Fudan University (Natural Science). 45. (3).

CONFERENCE OUTPUT

Yuan, Wei, Kwok, Alvin Chun Man, Chan, Wai Sun, Wong, Joseph Tin Yum(2016). A Novel Family of Cell Wall Protein Involved in Biogenesis of Cellulosic Thecal Plates in Dinoflagellate .

CONFERENCE POSTER

Yuan, Wei, Wong, Joseph Tin Yum(2010). Ultrastructure of cellulosic thecal plates imaged by atomic force microscopy .

Yuan, Wei, Lau, Ringo K. L., Kwok, Alvin C. M., Wong, Joseph Tin Yum(2007). Cellulosic thecal plates as nanocomposites .

CONFERENCE PRESENTATION

Yuan, Wei, Guo, L. P., Luo, Z. Y., Gu, W. G., Huang, Q. S.(2006). The global expression differences between hepatoma cells and their Parvovirus H1-resistant cell clones.