Experience

elminda

• Israel
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Senior Data Scientist

  • Jun 2020 - Present

  Explore cutting-edge methods for data analysis based on recent scientific publications in the field.Use a combination of machine learning, data analysis techniques, and neurosciencedomain knowledge for EEG-based disease management.Conduct a scientific literature review and develop neuromarkers for a funded EU (Horizon2020) research project focused on early prediction of responsiveness to antidepressants.

• Research & Data Scientist

  • Jun 2015 - Jun 2020

  Organize data from multiple sources and domains (e.g., clinical, physiological, demographic)on complex databases.Lead analyses based on goals set by marketing and product teams.Produce scientific and commercial reports to share actionable insights with R&D teams, management and collaborators.Bridge between the data science team and the clinical/MSL teams.



Weizmann Institute of Science

• Israel
• Research
• 700 & Above Employee

• PhD student

  • Mar 2010 - Mar 2015

  Thesis topic: The Neural Substrates of Generalization of Emotional Learning Thesis advisor: Dr. Rony Paz Designing and implementing original behavioral experimental paradigms combined with brain imaging (fMRI). High level of skills in statistical analysis and programming (Matlab). Thesis topic: The Neural Substrates of Generalization of Emotional Learning Thesis advisor: Dr. Rony Paz Designing and implementing original behavioral experimental paradigms combined with brain imaging (fMRI). High level of skills in statistical analysis and programming (Matlab).

• M.Sc student

  • Oct 2007 - Jan 2010

  Conducted a research project combining human psychophysics with eye-tracking. Investigated how we bring the visual image into the highest photoreceptor density in the retina and how we use fixational eye movement to maintain the image there. Conducted a research project combining human psychophysics with eye-tracking. Investigated how we bring the visual image into the highest photoreceptor density in the retina and how we use fixational eye movement to maintain the image there.