Calculated based on number of publications stored in Pure and citations from Scopus
20142025

Research activity per year

Personal profile

Research Expertise

  • Nutritional epidemiology
  • Causal inference
  • Epidemiology
  • Biostatistics
  • Machine learning

Research Biography

Dr Melaku is a nutritional epidemiologist with a strong clinical and quantitative background. He holds a BSc in Clinical Officer (2009) and an MPH in Public Health (2012), complemented by further advanced training in nutrition (MPH, 2018), nutritional epidemiology (PhD, 2018), and Statistics and Data Science (MSc, 2024). Following his doctorate, he completed postdoctoral training in nutrition and sleep epidemiology between 2019 and 2021.

He has developed strong research and analytical expertise through extensive coursework, research experience, and specialised training in quantitative epidemiological methods, causal inference, data science, and biostatistics. His research program focuses on deepening the understanding of how diet influences population health, uncovering causal dietary risk factors for chronic diseases, and informing prevention strategies through the application of advanced statistical and data science methods.

Dr Melaku is an NHMRC Emerging Leadership 1 Fellow (2022–2026). His fellowship advances the application of cutting-edge statistical and data-science methods—particularly causal inference and machine learning—to nutritional epidemiology, with a focus on overall dietary pattern analysis. His research drives improvements in dietary pattern analysis, strengthens dietary guidelines, and guides disease prevention and health policy.

Research Interests

  • Nutritional epidemiology
  • Causal inference
  • Machine learning
  • Epidemiology
  • Biostatistics

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 2 - Zero Hunger
  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education
  • SDG 5 - Gender Equality
  • SDG 6 - Clean Water and Sanitation
  • SDG 8 - Decent Work and Economic Growth
  • SDG 10 - Reduced Inequalities
  • SDG 11 - Sustainable Cities and Communities
  • SDG 12 - Responsible Consumption and Production
  • SDG 16 - Peace, Justice and Strong Institutions
  • SDG 17 - Partnerships for the Goals

Education/Academic qualification

Master of Science, Statistics and Data Science, Hasselt University

1 Sept 20226 Sept 2024

Award Date: 6 Sept 2024

PhD, University of Adelaide

Jul 2015Jul 2018

Master of Science, Addis Continental Institute of Public Health

Jul 2014Jul 2018

Master of Science, Mekelle University

Jul 2010Jul 2012

Bachelor of Science, University of Gondar

Jan 2006Dec 2009

External positions

Research Associate, South Australian Health and Medical Research Institute

Jan 2020Dec 2022

Adjunct Fellow, University of Adelaide

Sept 2019Sept 2023

Supervision

  • Registered

Research Areas

  • Public health

Supervisory Interests

  • Nutritional Epidemiology
  • Sleep Epidemiology
  • Causal inference
  • Epidemiology
  • Biostatistics
  • Machine learning

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