プロフィール詳細

プロジェクトを作成

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Giannis T.に依頼

Greece

Freelance Data Scientist and Researcher

プロフィール概要

As an experienced data scientist and researcher, I am passionate about statistics, data visualization and machine learning. I am also particularly interested in utilizing data science to mitigate climate change, and help accomplish the UN Sustainable Development Goals. This personal aspiration has been achieved by participating in research projects about climate change mitigation, such as DIAMOND and IAM-COMPACT. My significant experience as a freelancer, has also given me the opportunity to collaborate with companies from all over the world, and acquire valuable experience, as well as a diverse skill set.

専門分野

• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Natural Language Processing
• ☆ Deep Learning
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Python
• ☆ Excel
• ☆ LaTex
• ☆ R
• ☆ Markup Languages
• ☆ Hypothesis
• ☆ Research Methodology
• ☆ Technical & Scientific Writing
• ☆ Manuscript & Journal Article Writing
• ☆ Textbook Content Writing
• ☆ Science Communication
• ☆ Literature Review
• ☆ Blog Posts

サービス

• Writing
• Research
• Data & AI

Writing Technical Writing

Research Gray Literature Search, Scientific and Technical Research

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Text Mining & Analytics, Data Cleaning, Data Insights

職務経験

Energy Systems Modeller - Researcher

National Technical University of Athens

- 現在

Senior Researcher - Consultant

Ricardo (United Kingdom)

- 現在

学歴

Postagraduate Diploma in Computer Science

University of Hertfordshire

1月 2014 - 1月 2016

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Giannis Tolios, Bob van der Zwaan, Amir Fattahi, Francesco Dalla Longa, Mark Dekker, Detlef van Vuuren, Robert Pietzcker, Renato Rodrigues, Felix Schreyer, Daniel Huppmann, et al. (2025). Electricity- and hydrogen-driven energy system sector-coupling in net-zero CO2 emission pathways . Nature Communications.

BOOK

Tolios, G(2022). Simplifying Machine Learning with PyCaret . Leanpub: Victoria, BC, Canada.