Experience

Eleos Health

• United States
• Mental Health Care
• 1 - 100 Employee

• Data Scientist

  • Jul 2022 - 1 year 6 months



Taliaz

• Israel
• Hospitals and Health Care
• 1 - 100 Employee

• Lead Scientist

  • May 2019 - May 2022

  Tel Aviv Area, Israel

• Bioinformatician & Data Scientist

  • Nov 2018 - May 2019

  Tel Aviv Area, Israel Taliaz is a personalized-medicine company that goes beyond traditional genetic biomarker testing, to accurately identify the right treatment for each individual. Our proprietary technology uses Big Data and machine-learning approaches to design unique prediction algorithms, by analyzing hundreds of thousands of genetic, clinical and demographic combinations. Our algorithms holistically understand each patient, to deliver personalized and highly-accurate treatment predictions. With this new… Show more Taliaz is a personalized-medicine company that goes beyond traditional genetic biomarker testing, to accurately identify the right treatment for each individual. Our proprietary technology uses Big Data and machine-learning approaches to design unique prediction algorithms, by analyzing hundreds of thousands of genetic, clinical and demographic combinations. Our algorithms holistically understand each patient, to deliver personalized and highly-accurate treatment predictions. With this new level of clinical predictions, our technology can help improve patients’ quality of life and reduce the number of patients dropping out of treatment. As of today, there is no reliable system to help direct clinicians to the right antidepressant for each patient, resulting in only approximately 35% remission rates after the first prescription. Our flagship product, Predictix Antidepressant, runs a sophisticated analysis to generate a clear and simple report. With Predictix Antidepressant clinicians can accurately and quickly identify the right treatment for each patient, to help them beat depression sooner.



Signals Analytics (Acquired by Kenshoo, now Skai)

• IT Services and IT Consulting
• 1 - 100 Employee

• Data Analyst

  • Aug 2017 - Oct 2018

  Netanya Area, Israel Signals Analytics (www.signals-analytics.com) is a Decision Science as a Service company that enables global organizations to continuously experience the “aha moment” through Signals Playbook™, a cloud-based analytical intelligence platform that transforms the world’s unconnected data into actionable insights to enhance customer experience, optimize product portfolio health and propel innovation. Signals Playbook™ is built upon the revolutionary Signals Hive™, a machine learning foundation with… Show more Signals Analytics (www.signals-analytics.com) is a Decision Science as a Service company that enables global organizations to continuously experience the “aha moment” through Signals Playbook™, a cloud-based analytical intelligence platform that transforms the world’s unconnected data into actionable insights to enhance customer experience, optimize product portfolio health and propel innovation. Signals Playbook™ is built upon the revolutionary Signals Hive™, a machine learning foundation with military heritage that utilizes the principles of swarm computing, artificial intelligence and linguistic processing to unlock the hidden business value from diverse, unstructured data sources. Leading companies, including Procter & Gamble, Nestle, Johnson & Johnson, Bayer, General Motors and 3M, have partnered with Signals Analytics to anticipate and react to change, optimize commercial decision making and drive superior business outcomes with less risk. Backed by Sequoia Capital, Qumra Capital and TPY Capital, Signals Analytics was dubbed “The App Store for Innovation"​ by Forbes, awarded Cool Vendor of 2016 by Gartner and honored the last two years as a Deloitte Fast 50 Technology Company. Show less



Weizmann Institute of Science

• Israel
• Research
• 700 & Above Employee

• MSc Student

  • Oct 2014 - Apr 2017

  MSc research student in Prof. Michal Schwartz lab & Prof. Ido Amit's lab, specializing in neuroimmunology, transcriptomics and Alzheimer's disease.



The Hebrew University of Jerusalem

• Israel
• Higher Education
• 700 & Above Employee

• Research assistant

  • Aug 2013 - Oct 2014

  Jerusalem, Israel



Ulpan-Or International

• Israel
• Education Administration Programs
• 1 - 100 Employee

• Hebrew Teacher

  • Aug 2012 - Sep 2014