Dana Averbuch
Co-Founder & CTO at Embie Clinic- Claim this Profile
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Hebrew Native or bilingual proficiency
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Russian Limited working proficiency
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English Full professional proficiency
Topline Score
Bio
Yaron Recher
I have been working with Dana for over a year. Dana held the position of the company's (Owlytics Healthcare) Data Scientist under my supervision. She is a highly motivated and very capable hands-on employee with an excellent knowledge-base both as a Scientist (researcher) and an Engineer (algorithms code implementation). Dana’s adjustment to a Startup eco-system was impressing, with abilities to plan, analyze and implement algorithms in very short periods. Dana would be a great asset to every company she will choose to join, by bringing her joy of life to the company's DNA, vast experience and devotedness.
Daniella Perry Ziv
I was working next to Dana at Beyond Verbal for a couple of months on several key projects. Dana is a hard working, motivated and serious data scientist. she finds creative and out of the box solutions for challenges on the way and is open to learning and expanding her skills. Her energies and commitment are a great asset. On a personal level, I enjoyed working with Dana and wish her best of luck.
Yaron Recher
I have been working with Dana for over a year. Dana held the position of the company's (Owlytics Healthcare) Data Scientist under my supervision. She is a highly motivated and very capable hands-on employee with an excellent knowledge-base both as a Scientist (researcher) and an Engineer (algorithms code implementation). Dana’s adjustment to a Startup eco-system was impressing, with abilities to plan, analyze and implement algorithms in very short periods. Dana would be a great asset to every company she will choose to join, by bringing her joy of life to the company's DNA, vast experience and devotedness.
Daniella Perry Ziv
I was working next to Dana at Beyond Verbal for a couple of months on several key projects. Dana is a hard working, motivated and serious data scientist. she finds creative and out of the box solutions for challenges on the way and is open to learning and expanding her skills. Her energies and commitment are a great asset. On a personal level, I enjoyed working with Dana and wish her best of luck.
Yaron Recher
I have been working with Dana for over a year. Dana held the position of the company's (Owlytics Healthcare) Data Scientist under my supervision. She is a highly motivated and very capable hands-on employee with an excellent knowledge-base both as a Scientist (researcher) and an Engineer (algorithms code implementation). Dana’s adjustment to a Startup eco-system was impressing, with abilities to plan, analyze and implement algorithms in very short periods. Dana would be a great asset to every company she will choose to join, by bringing her joy of life to the company's DNA, vast experience and devotedness.
Daniella Perry Ziv
I was working next to Dana at Beyond Verbal for a couple of months on several key projects. Dana is a hard working, motivated and serious data scientist. she finds creative and out of the box solutions for challenges on the way and is open to learning and expanding her skills. Her energies and commitment are a great asset. On a personal level, I enjoyed working with Dana and wish her best of luck.
Yaron Recher
I have been working with Dana for over a year. Dana held the position of the company's (Owlytics Healthcare) Data Scientist under my supervision. She is a highly motivated and very capable hands-on employee with an excellent knowledge-base both as a Scientist (researcher) and an Engineer (algorithms code implementation). Dana’s adjustment to a Startup eco-system was impressing, with abilities to plan, analyze and implement algorithms in very short periods. Dana would be a great asset to every company she will choose to join, by bringing her joy of life to the company's DNA, vast experience and devotedness.
Daniella Perry Ziv
I was working next to Dana at Beyond Verbal for a couple of months on several key projects. Dana is a hard working, motivated and serious data scientist. she finds creative and out of the box solutions for challenges on the way and is open to learning and expanding her skills. Her energies and commitment are a great asset. On a personal level, I enjoyed working with Dana and wish her best of luck.
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Credentials
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Advanced Time Series Analysis
School of Data Science YDATAApr, 2021- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraFeb, 2020- Sep, 2024 -
Deep Learning Specialization
CourseraMay, 2019- Sep, 2024 -
Sequence Models
CourseraMay, 2019- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraFeb, 2019- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraFeb, 2019- Sep, 2024 -
Structuring Machine Learning Projects
CourseraFeb, 2019- Sep, 2024 -
Neural Networks and Deep Learning
CourseraApr, 2018- Sep, 2024
Experience
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Embie Clinic
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Israel
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Hospitals and Health Care
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1 - 100 Employee
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Co-Founder & CTO
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Dec 2022 - Present
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Data Science Advisor
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Aug 2021 - Dec 2022
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SafeUP - Women's Safety Net
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United States
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Software Development
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1 - 100 Employee
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Data Science Advisor
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Jan 2020 - Present
Instructing and Advising SafeUP (women's safety net) how to develop their Data Science related projects from planning, through research and implementation. - Predicting unsafe situations. - Detecting suspicious users. Instructing and Advising SafeUP (women's safety net) how to develop their Data Science related projects from planning, through research and implementation. - Predicting unsafe situations. - Detecting suspicious users.
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Pick A Pier
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Israel
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Maritime Transportation
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1 - 100 Employee
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Head of Data Science & Algorithms Development
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Jul 2020 - Aug 2022
- Managing the data science, algorithmic and data analysis department. My team is solving problems from the maritime domain: Supply-Demand optimization, Dynamic Pricing, Destination Prediction, Customer segmentation and Marina clustering. - Planing company's innovation and Data Science roadmaps. - Writing patents and innovation grant requests. - Managing the data science, algorithmic and data analysis department. My team is solving problems from the maritime domain: Supply-Demand optimization, Dynamic Pricing, Destination Prediction, Customer segmentation and Marina clustering. - Planing company's innovation and Data Science roadmaps. - Writing patents and innovation grant requests.
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Owlytics
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Israel
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Hospitals and Health Care
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1 - 100 Employee
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Senior Data Scientist
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Jul 2017 - Jan 2019
Providing end-to-end solutions, from scientific research to production. Developing algorithms and machine learning pipelines, using data from wearables in order to monitor elderly people and detect: falls, emergency events, abnormal physiology, sleep, movement and more. Providing end-to-end solutions, from scientific research to production. Developing algorithms and machine learning pipelines, using data from wearables in order to monitor elderly people and detect: falls, emergency events, abnormal physiology, sleep, movement and more.
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Data Scientist
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Dec 2016 - Jul 2017
Develop Machine Learning algorithms to understand people's emotions, using their voice. Finding vocal biomarkers that predict different health conditions (such as Coronary artery disease). Develop Machine Learning algorithms to understand people's emotions, using their voice. Finding vocal biomarkers that predict different health conditions (such as Coronary artery disease).
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Taliaz
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Israel
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Hospitals and Health Care
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1 - 100 Employee
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Computational Biologist, Bioinformatics and Machine Learning
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Apr 2015 - Dec 2016
Machine learning pipelines development, using R, SQL and shell scripting on Google Cloud Platform. Data mining, imputation and statistical analysis of genotyped data using R and bioinformatics tools such as PLINK, BEAGLE, dbSNP and UCSC Genome Browser. Coordination between the algorithm, the backend and frontend teams for product integration. Machine learning pipelines development, using R, SQL and shell scripting on Google Cloud Platform. Data mining, imputation and statistical analysis of genotyped data using R and bioinformatics tools such as PLINK, BEAGLE, dbSNP and UCSC Genome Browser. Coordination between the algorithm, the backend and frontend teams for product integration.
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TipRanks
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Israel
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Financial Services
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1 - 100 Employee
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NLP engineering, Machine learning, Data mining and Programing
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Apr 2014 - Sep 2014
Algorithm and Program Development using C#, Java, Jape, SQL. Implementation of algorithms in machine learning such as SVM, using combination of Java and C#, Implementation of NLP rules and functions using Jape, Java and C#. Creating scraping programs using C# and SQL. Usage of existing add-on for excel of Genetic Algorithms. Algorithm and Program Development using C#, Java, Jape, SQL. Implementation of algorithms in machine learning such as SVM, using combination of Java and C#, Implementation of NLP rules and functions using Jape, Java and C#. Creating scraping programs using C# and SQL. Usage of existing add-on for excel of Genetic Algorithms.
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Weizmann Institute of Science
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Israel
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Research
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700 & Above Employee
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Algorithm development, Data mining , Bioinformatics and Computational biology
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2012 - 2014
Algorithm and Program Development using R, SQL, Perl and shell scripting. Implementation and usage of algorithms adapted to biological needs, usage of existing bioinformatics tools for RNA-seq and DNA-seq analysis (Tuxedo, Trinity, BLAST, QIIME, RSEM, EdgeR, Velvet etc.), providence of computational solutions for researchers and student guidance on tools we create for them as well as existing bioinformatics tools. Algorithm and Program Development using R, SQL, Perl and shell scripting. Implementation and usage of algorithms adapted to biological needs, usage of existing bioinformatics tools for RNA-seq and DNA-seq analysis (Tuxedo, Trinity, BLAST, QIIME, RSEM, EdgeR, Velvet etc.), providence of computational solutions for researchers and student guidance on tools we create for them as well as existing bioinformatics tools.
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Bar Ilan University
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Israel
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Higher Education
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700 & Above Employee
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Teaching Assistant and Course Director
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2010 - 2012
"Math for Biologists" -Course Coordinator and Teaching Assistant "Bioinformatics"- Teaching Assistant "Math for Biologists" -Course Coordinator and Teaching Assistant "Bioinformatics"- Teaching Assistant
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Israel Defense Forces
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Israel
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Armed Forces
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700 & Above Employee
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Personal Affairs Officer
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2004 - 2006
Responsibility for the personal affairs of approximately five hundred soldiers and commanders and in charge of five subordinates. Responsibility for the personal affairs of approximately five hundred soldiers and commanders and in charge of five subordinates.
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Education
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Bar-Ilan University
Master of Science (MSc), Computational and Mathematical Biology -
Bar-Ilan University
Bachelor's Degree, B.Sc. degree in Computational Biology: