プロフィール詳細

プロジェクトを作成

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Dr. Rebecca M.に依頼

Germany

Statistician & Data Analyst | Expert in R, Python | 7+ y experience in pharmaceutical, environmental sectors

プロフィール概要

Biostatistician and data-driven scientist with 7+ years of experience applying statistical modeling, machine learning, and experimental design to complex biological and analytical chemistry problems in pharmaceutical, environmental, and life sciences research. Proficient in R (tidyverse, ggplot2) and Python (scikit-learn, pandas) for end-to-end statistical workflows, including regression modeling, multivariate analysis (PCA, HCA), and design of experiments (DOE). Experienced in GLP and ISO 17025-regulated environments, DMPK profiling, and omics data analysis. Strong track record of translating statistical findings into actionable insights, ensuring reproducibility and FAIR data principles throughout.

専門分野

• ☆ Marine Chemistry
• ☆ Biostatistics
• ☆ Data Collection
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Comparative Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Study Design
• ☆ Statistical Review
• ☆ Health Data Analysis
• ☆ Drug Discovery
• ☆ High Throughput Screening (HTS)
• ☆ High Content Screening/Imaging
• ☆ Drug Development
• ☆ Small Molecule Drug Development
• ☆ Drug Substance Characterization
• ☆ Bioanalytical Testing
• ☆ Drug Stability Testing
• ☆ Preclinical ADME/PK/PD
• ☆ In vitro Preclinical Toxciology
• ☆ In vivo Preclinical Toxicology
• ☆ Pharmaceutical Regulatory Affairs

サービス

• Writing
• Consulting
• Data & AI
• Product Development

Writing Non-Medical Regulatory Writing, Technical Writing

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Quality Assurance & Control (QA/QC)

職務経験

Data-driven scientist

Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany

10月 2021 - 1月 2026

Data analyst - Intern

Alfred Wegener Institute (AWI), Bremahaven, Germany

5月 2023 - 7月 2023

Biostatistitian, Pharmaceutical Analysis

Brazilian Doping Control Laboratory (LBCD), Rio de Janeiro, Brazil Led R&D projects, mentored junior

7月 2019 - 7月 2021

Analyst II, Pharmaceutical Analysis

Brazilian Doping Control Laboratory (LBCD), Rio de Janeiro, Brazil

1月 2018 - 7月 2019

学歴

Ph.D

Univertät Leipzig

10月 2021 - 1月 2026

MSc.

Federal University of Rio de Janeiro

3月 2019 - 7月 2021

BSc

Federal University of Rio de Janeiro

8月 2012 - 4月 2018

認定資格

• Introduction to FAIR data

  Helmholtz Summer School - From Data to Knowledge

  3月 2024 - 現在

• Data Analysis and Visualization

  Helmholtz Center for Environemental Research

  1月 2022 - 現在

• State-of-the-art chromatography

  Federal University of Rio de Janeiro

  8月 2020 - 現在

• Validation of analytical methods under ISO 17025

  Federal Universiy of Rio de Janeiro

  5月 2019 - 現在