Co-Founder & CTO

• Dec 2022 - Present

Data Science Advisor

• Aug 2021 - Dec 2022

Data Science Advisor

• 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.

Head of Data Science & Algorithms Development

• 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.

Senior Data Scientist

• 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.

Data Scientist

• 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).

Computational Biologist, Bioinformatics and Machine Learning

• 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.

NLP engineering, Machine learning, Data mining and Programing

• 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.

Algorithm development, Data mining , Bioinformatics and Computational biology

• 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.

Teaching Assistant and Course Director

• 2010 - 2012

"Math for Biologists" -Course Coordinator and Teaching Assistant "Bioinformatics"- Teaching Assistant "Math for Biologists" -Course Coordinator and Teaching Assistant "Bioinformatics"- Teaching Assistant

Personal Affairs Officer

• 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.