プロフィール詳細

プロジェクトを作成

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Theodosios P.に依頼

Greece

PhD Candidate in Biostatistics and Machine Learning | Freelance Statistician & Data Analyst | Expert in Python and R

プロフィール概要

I'm a PhD Candidate in Biostatistics and Machine Learning at The University of Hong Kong. I received my MSc from Imperial College of London with Distinction where I also received the Winton Capital Prize for the best research project among my peers. My MSc thesis on Non-Compliance in Randomised Controlled Trials is publicly available on arXiv: https://www.arxiv.org/abs/2503.17692. The first paper of my PhD which proposes a supervised extension on Principal Component Analysis is also publicly available on arXiv: https://arxiv.org/abs/2506.19247. I'm currently working on incorporating dimensionality reduction techniques in observational studies for reducing confounding.

専門分野

• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Artificial Intelligence
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Meta-Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Study Design
• ☆ Statistical Review
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Bioinformatics
• ☆ Gene & Protein Expression Analysis
• ☆ Applied Mathematics
• ☆ Mathematical Optimization
• ☆ Python
• ☆ SPSS
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Clinical Trial Documentation, Technical Writing, General Proofreading & Editing, Translation

Research Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

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

職務経験

PhD Candidate

University of Hong Kong

- 現在

Tutor

The University of Hong Kong

9月 2024 - 現在

学歴

Doctor of Philosophy (Statistics and Actuarial Science)

University of Hong Kong

11月 2024 - 10月 2028

Master of Science (Mathematics)

Imperial College London

9月 2023 - 10月 2024

Bachelor of Science (Mathematics)

Aristotle University of Thessaloniki

9月 2019 - 7月 2023

認定資格

• Computer Science/ Numerical Analysis

  Aristotle University of Thessaloniki

  7月 2023 - 現在