Dor Meir

Data Scientist at Qualitest Israel
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Contact Information
us****@****om
(386) 825-5501
Location
Tel Aviv-Yafo, Tel Aviv District, Israel, IL
Languages
  • English Full professional proficiency
  • Spanish Elementary proficiency
  • Arabic Elementary proficiency
  • Hebrew Native or bilingual proficiency
Skills

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Adi Shavit

I had the privilege to be a member of the Adam Smith chapter at the Hebrew University under Dor's leadership, during one of the most interesting periods of Israeli politics - the 2019 election year! During that period, Dor encouraged chapter members to take a significant part in creating the student discourse at the university through the production of conferences and debates. Thanks to Dor's managerial skills and his special character, he was able to harness many students to the task. We managed to produce the largest political debate at the university that year.

Tzachi Strul

I was working with Dor for a year during our military service. I had the chance to meet a highly motivated system administrator. He is responsible, curious, easy going person who gets the job done without compromise.

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Credentials

  • Attention Mechanism
    Coursera
    Jul, 2023
    - Nov, 2024
  • Transformer Models and BERT Model
    Coursera
    Jul, 2023
    - Nov, 2024
  • Building Your Presentation
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Conquering the Challenges of Public Speaking
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Ensuring Successful Presentation Delivery
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Planning an Effective Presentation
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Presenting Virtually
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Telling a Business Story
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Writing and Preparing an Effective Speech
    Skillsoft
    Jun, 2023
    - Nov, 2024
  • Ultimate Kubernetes Fast-Track Beginner to Advanced
    Warp 9 Training
    Nov, 2022
    - Nov, 2024
  • Ultimate Docker Fast-Track Beginner to Advanced
    Warp 9 Training
    Oct, 2022
    - Nov, 2024
  • Explainable AI with Python, a Summer Course by LAMBDA Lab and W-AI Under Digital Living 2030
    Tel Aviv University
    Aug, 2022
    - Nov, 2024
  • Business Analyst: Software Testing Processes & Techniques
    Udemy: Online Courses
    Jul, 2022
    - Nov, 2024
  • Inferential Statistics
    Duke University | Coursera
    Dec, 2020
    - Nov, 2024
  • Neural Networks and Deep Learning
    deeplearning.ai
    Nov, 2019
    - Nov, 2024
  • An Intuitive Introduction to Probability
    University of Zurich
    Sep, 2019
    - Nov, 2024
  • Statistics Foundations: 3
    LinkedIn
    Aug, 2019
    - Nov, 2024
  • Statistics Foundations: 2
    LinkedIn
    Jul, 2019
    - Nov, 2024
  • Statistics Foundations: 1
    LinkedIn
    Jun, 2019
    - Nov, 2024
  • MATLAB Onramp
    MathWorks
    Apr, 2019
    - Nov, 2024
  • Working with the RStudio IDE (Part 1)
    DataCamp
    Mar, 2019
    - Nov, 2024
  • Introduction to R
    DataCamp
    Feb, 2019
    - Nov, 2024
  • Learning Python
    LinkedIn
    Jan, 2019
    - Nov, 2024
  • Python for Absolute Beginners!
    Udemy
    Jan, 2019
    - Nov, 2024
  • Command and Administration
    IDF C4I & Cyber Security Directorate
    Dec, 2012
    - Nov, 2024
  • Red Hat Certified Engineer (RHCE)
    John Bryce
    Dec, 2012
    - Nov, 2024
  • Computer network
    Internet Binat Ltd
    Oct, 2012
    - Nov, 2024
  • Vmware Vsphere 5.0: Install, Configure, Manage (HL235s)
    Hewlett Packard Enterprise
    Apr, 2012
    - Nov, 2024
  • Netapp Advanced Solutions Administrator
    NetApp
    Feb, 2012
    - Nov, 2024
  • Oracle DBA 2 - Backup Recovery and Networking (3894)
    John Bryce
    Jun, 2011
    - Nov, 2024
  • LX03 - IBM - Linux System Administrator
    John Bryce
    Dec, 2010
    - Nov, 2024
  • Oracle DBA 1 - Database 9i/10g: Architecture & Administration
    John Bryce
    Oct, 2010
    - Nov, 2024
  • Managing Infrastructures of Computer Systems (IT)
    IDF C4I & Cyber Security Directorate
    Dec, 2009
    - Nov, 2024

Experience

  • Qualitest Israel
    • Israel
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Data Scientist
      • Jan 2021 - Present

      ● Modelled demand forecasting, threat score +16%; Modelled NLP clusters, consolidated 15% (Python, R) ● Modelled enrollment and churn, f1-score +43%, IT Awards 2021 (Python, R); scored 5/5 in annual review. ● Developed in Qualisense - an autoML app: feature engineering, Deep Learning, Self healing, docker (R, Linux); https://qualitestgroup.com/insights/blog/qualisense-the-game-changing-ai-powered-testing-tool/ ● Developed Test.Consolidator for Hebrew tests - an NLP clustering (consolidation) algorithm. https://www.qualitestgroup.com/products/test-consolidator/ ● Developed Test.Validator - a computer vision autoML app. (Python, Streamlit) https://www.qualitestgroup.com/solutions/business-ai/ Show less

  • Israel Tech Challenge <itc>
    • Israel
    • Software Development
    • 1 - 100 Employee
    • Data Science Interviewer
      • Jun 2022 - Present

      ● Conduct tech interview simulations for Data Science students ● Conduct tech interview simulations for Data Science students

  • Fiverr
    • United States
    • Software Development
    • 700 & Above Employee
    • Data Science Intern
      • Jul 2020 - Aug 2020

      ● Researched and built from scratch a complete pipeline for unsupervised clustering of search queries (Python) ● Implemented K-means Clustering with NLP representation (TF-IDF, Doc2Vec), created metrics, evaluated cluster time trends. (Recommendation from supervisor at the Recommendations section below) ● Researched and built from scratch a complete pipeline for unsupervised clustering of search queries (Python) ● Implemented K-means Clustering with NLP representation (TF-IDF, Doc2Vec), created metrics, evaluated cluster time trends. (Recommendation from supervisor at the Recommendations section below)

  • Tel Aviv University
    • Israel
    • Higher Education
    • 700 & Above Employee
    • DevOps Engineer
      • Aug 2015 - Jul 2020

      Tel Aviv and Hebrew Universities ● Built and fully maintained 8 Linux VMs in both Amazon AWS and universities private clouds. ● Implemented, monitored and backed up scrapers and DB’s, collaborated with developers. Tel Aviv and Hebrew Universities ● Built and fully maintained 8 Linux VMs in both Amazon AWS and universities private clouds. ● Implemented, monitored and backed up scrapers and DB’s, collaborated with developers.

  • Pareto Group קבוצת פארטו
    • Financial Services
    • 1 - 100 Employee
    • Researcher, Economics and Strategy
      • Aug 2019 - Feb 2020

      ● Built a 3.25 million rows database with R. ● Built and analyzed a 230 businesses survey database with Python. ● Built a 3.25 million rows database with R. ● Built and analyzed a 230 businesses survey database with Python.

  • Kohelet Policy Forum
    • Think Tanks
    • 1 - 100 Employee
    • Researcher, Economics and Policy
      • Oct 2017 - Feb 2020

      ● Research about the Integration of minorities was cited by the Ministry of Finance. see https://z.calcalist.co.il/assets/pickerul/905afeb1-7024-4cb0-be3c-1a83292fc1ed.pdf ● Cleaned and Analyzed datasets from the OECD, Israel’s CBS, Nielsen; with Stata and R. ● Wrote Economic-policy papers and in various subjects: labor proficiencies, market reforms, government budget. ● Research about the Integration of minorities was cited by the Ministry of Finance. see https://z.calcalist.co.il/assets/pickerul/905afeb1-7024-4cb0-be3c-1a83292fc1ed.pdf ● Cleaned and Analyzed datasets from the OECD, Israel’s CBS, Nielsen; with Stata and R. ● Wrote Economic-policy papers and in various subjects: labor proficiencies, market reforms, government budget.

  • Adam Smith Society
    • United States
    • Civic and Social Organizations
    • 1 - 100 Employee
    • Co-founder and chairman of students' chapter
      • Oct 2018 - Nov 2019

      Co-founder, chairman and featured Member of the non-profit HUJI chapter of Adam Smith Society. Lead the chapter to winning the best new chapter of 2019 award, organize large scale events & intimate discussions, owner of FB page, cooperated with the NY network HQ & spoke for the chapter. https://www.adamsmithsociety.com/html/dor-meir-1634.html Co-founder, chairman and featured Member of the non-profit HUJI chapter of Adam Smith Society. Lead the chapter to winning the best new chapter of 2019 award, organize large scale events & intimate discussions, owner of FB page, cooperated with the NY network HQ & spoke for the chapter. https://www.adamsmithsociety.com/html/dor-meir-1634.html

  • The Hebrew University of Jerusalem
    • Israel
    • Higher Education
    • 700 & Above Employee
    • Help desk shift manager
      • Aug 2016 - May 2017

      Managed a shift of 2-3 help desk consultants at the Mt. Scopus computers' farm, assisted dozens of clients of the , Created Batch scripts for automation of the work, created a comprehensive help desk PowerPoint presentation.https://github.com/dormeir999/Help-Desk-scripts-of-the-computer-farm

    • Help Desk Consultant
      • Aug 2015 - Aug 2016

      At the Mt. Scopus Computers' farm

  • Israeli Military Intelligence
    • Israel
    • Armed Forces
    • 700 & Above Employee
    • team leader of system administrators
      • Aug 2009 - Aug 2013

      2009-2013 Team leader, Senior IT professional Intelligence CorpsSupervised the operational capabilities abilities of the Corps’ IT under extreme pressure: 2000 VMs, dozens DBs and storages & DRP program. Qualified Mamram IT (730 hours).]• managed 4-10 sys admins in the shift • head of the linux and trainings team• wrote a drill-down book about Oracle database, in Hebrew.• wrote an introduction and fuctionality book about Chekpoint FW, in Hebrew.• Command Course, 72 hours. Show less

    • system administrator
      • Aug 2009 - 2012

      I specialized in Vmware ESX and ESXI, Netapp (Fibre channel SAN, NAS), MsExchange (2003,2010), MCSC, win2k3+8 server,HP-UX and Rhel5, Oracle and SQL databases, Chekpoint FW.

Education

  • Israel Tech Challenge <​itc>
    Certification studies, Data Science, Machine Learning, Deep Learning
    2020 - 2020
  • The Hebrew University of Jerusalem
    Master of Arts - MA, Economics and Public Policy
    2017 - 2019
  • The Hebrew University of Jerusalem
    Bachelor of Arts - BA, PPE program: Philosophy, Political Science and Economics
    2014 - 2017
  • John Bryce
    2009 - 2012
  • Bar-Ilan University
    Advanced Math studies for bagrut, Mathematics
    2005 - 2006
  • ohel shem, Ramat Gan
    High School Diploma, 93
    2006 - 2009

Community

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