プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Paul S.に依頼

United Kingdom

Data Scientist | Data Engineer | Data Analysts | Python Programmer | Scientific Editor | Medical Editor

プロフィール概要

I am a Data Scientist/Engineer with extensive experience in data science, data engineering, and AI annotation. My expertise in Python programming, machine learning, and data analysis enables me to deliver impactful solutions that align with your organization's needs. I have hands-on experience in model building, data transformation, and predictive analytics, making me well-equipped to address complex challenges. In my recent roles, I aggregated data from APIs, web scraping, and databases to create high-quality datasets for analysis. I developed efficient ETL pipelines, collaborated with cross-functional teams to maintain compliance with data privacy standards, and applied exploratory data analysis (EDA) to identify trends that informed strategic decisions. One of my standout projects, **Data Modeling and Visualization for TV Advertising Effectiveness**, demonstrates my ability to implement and communicate data modeling techniques. I investigated the relationship between TV advertising budgets and sales using regression models, including linear regression, Ridge, and LASSO regularization. I visualized key insights, revealing that 93% of the variance in sales could be explained by TV ad spend. Additionally, I employed data exploration techniques, such as identifying outliers and analyzing distributions, to provide context to the results. This comprehensive approach ensured that the analysis was insightful and resistant to overfitting. I hold a Master’s in Computer Science from the University of Wales and multiple certifications in Data Science, Machine Learning, and Python Programming from Harvard University. My strong foundation in data management, model development, and AI techniques is supported by practical experience with tools like Pandas, PySpark, SQL, and machine learning frameworks such as TensorFlow and Scikit-learn. In addition to my technical skills, I bring over a decade of experience in professional writing, copy editing, and medical editing. Since 2008, I have meticulously edited thousands of documents, including grant applications, journal manuscripts, and regulatory materials, ensuring clarity, coherence, and adherence to style guides such as AMA, APA, and Chicago. My editorial expertise spans a variety of medical fields, including oncology, infectious diseases, cardiology, endocrinology, and neurology, where I have consistently upheld the highest standards of accuracy and precision. With my diverse skill set in data science and medical writing, I am confident I can make valuable contributions to your team. Whether developing scalable software solutions, conducting data analysis, or creating compelling visualizations, I can help drive data-driven decision-making and deliver actionable insights to support your organization’s goals.

専門分野

• ☆ Molecular Engineering
• ☆ Biostatistics
• ☆ Biomechanics
• ☆ Biological Systems Engineering
• ☆ Health & Safety Engineering
• ☆ Data Analysis
• ☆ Biosensors
• ☆ Chemical Biology
• ☆ Biomolecular Engineering
• ☆ Dance
• ☆ Python
• ☆ R
• ☆ Public Health
• ☆ Community Health Services
• ☆ Medical Device Regulatory Writing
• ☆ Premarket Notification/510(k) Submission
• ☆ Technical & Scientific Writing
• ☆ Scientific Proofreading & Editing

サービス

• Writing
• Research
• Data & AI

Writing Clinical Trial Documentation, Technical Writing, Newswriting, Translation

Research Secondary Data Collection

Data & AI Statistical Analysis, Data Visualization

職務経験

Writer, Editor and Translator

ServiceScape

3月 2018 - 現在

Statistical Data Analyst and Scientific Editor

Kolabtree

1月 2017 - 現在

Copy and Substantive Editor

Enago (Crimson Interactive)

6月 2018 - 1月 2020

Editor and Proofreader

ZERO027 CORPORATION

8月 2017 - 6月 2019

Research and Technical Writer

Master Writer

10月 2017 - 10月 2018

Remote Technical & Scientific Editor

AMERICAN MANUSCRIPT EDITORS

6月 2017 - 10月 2017

Technical Writer

STUDENT NETWORK RESOURCES INC

6月 2011 - 7月 2017

学歴

Certificate in Python for Data Engineering Project

IBM

10月 2024 - 1月 2025

Professional Certificate in Data Science and Machine Learning

Harvard University

7月 2024 - 1月 2025

Python Programming

University of Michigan-Flint - United States

1月 2024 - 5月 2024

Financial Engineering

WorldQuant University

4月 2017 - 4月 2019

Msc Computer Science

University of Wales

10月 2006 - 1月 2008

BA Business With Finance

University of Northumbria

6月 2002 - 6月 2006

認定資格

• Editing & Proofing (Chicago Style)

  Indeed

  1月 2023 - 現在