Profile Details

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USD 40 /hr

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Hire Dr. Omer T.

Israel

USD 40 /hr

Freelance data scientist, physicist in training with expertise in mathematical modeling and analysis and data mining

Profile Summary

My background is in physics and mathematical modeling. I've joined as a postdoc to Industrial Engineering department at Tel Aviv University and conducted research that involved machine learning algorithms and simulation on graphs representing social networks. I am now a lecturer at Tel Aviv University and Afeka College of Engineering in Tel Aviv

Subject Matter Expertise

• ★ Data Science
• ☆ Industrial Operations Research
• ☆ Machine Learning
• ☆ Computational Physics
• ☆ Mathematical Models
• ☆ Research

Services

• Writing
• Research
• Data & AI
• Product Development

Writing Technical Writing

Research Feasibility Study, Scientific and Technical Research, Systematic Literature Review

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

Product Development Concept Development

Work Experience

Lecturer

Afeka College of Engineering

October 2020 - Present

Postdoctoral fellow

Tel Aviv University

November 2020 - November 2021

PhD candidate

Ben-Gurion University of the Negev

November 2014 - October 2020

Education

MSc (Astronomy)

University of Amsterdam

September 2012 - August 2014

BSc (Astronomy)

Università di Bologna

September 2008 - August 2011

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Omer Tzuk, Bidesh K Bera, Jamie JR Bennett, Ehud Meron(2021). Linking spatial self-organization to community assembly and biodiversity . eLife. 10. {eLife} Sciences Publications, Ltd

Omer Tzuk, Daniele Avitabile, Hannes Uecker, Ehud Meron (2020). The role of spatial self-organization in the design of agroforestry systems . PLOS ONE.

(2019). Period doubling as an indicator for ecosystem sensitivity to climate extremes . Scientific Reports.

(2019). Continuum Modeling of Discrete Plant Communities: Why Does It Work and Why Is It Advantageous? . Mathematics.

(2019). Front Instabilities Can Reverse Desertification . Physical Review Letters.

Omer Tzuk, Sangeeta R. Ujjwal, Cristian Fernandez-Oto, Merav Seifan, Ehud Meron (2019). Interplay between exogenous and endogenous factors in seasonal vegetation oscillations . Scientific Reports.

(2016). Discovery of fairy circles in Australia supports self-organization theory . Proceedings of the National Academy of Sciences.

OTHER

Omer Tzuk, Bidesh K. Bera, Jamie J. R. Bennett, Ehud Meron(2021). Linking spatial self-organization to community assembly and biodiversity . Cold Spring Harbor Laboratory