プロフィール詳細

プロジェクトを作成

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Wenjie C.に依頼

Japan

Shanghai Normal University | Master's Degree | Applied Statistics

プロフィール概要

Freelance Statistician & Data Analyst | Expert in R & SPSS & Python Project Experience: Quantitative Pharmacology Nonlinear Mixed-Effects Model Research Project (https://www.maspectra.com/) Core Algorithm Development: Independently designed and implemented multiple algorithm models such as SAEM, IMP, FO, and FOCEI, completing algorithm architecture design and iterative optimization. Key Technology Implementation: Developed an ODE integrator and BFGS optimization algorithm, improving model computing efficiency by 30% and reducing memory usage by 25%. Module Construction: Designed and implemented statistical analysis modules and survival analysis modules to support multi-dimensional pharmacological data modeling and visual analysis. Technology Stack: Python, C++, monolix, NONMEM, saemix, nlmixr2

専門分野

• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Differential Equations
• ☆ Python
• ☆ SPSS
• ☆ Excel
• ☆ R
• ☆ Scikit-learn

サービス

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Data Mining, Data Cleaning

職務経験

Shanghai Normal University

- 現在

Postgraduate Researcher

Shanghai Normal University

1月 2019 - 8月 2021

学歴

Masters (Science)

Shanghai Normal University - China

9月 2019 - 8月 2021

認定資格

• 認定資格の詳細は未入力です。