David Berenstein

Developer Advocate Engineer at Argilla (formerly Recognai/Rubrix)
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Contact Information
us****@****om
(386) 825-5501
Location
Madrid, Community of Madrid, Spain, ES
Languages
  • Nederlands Native or bilingual proficiency
  • Engels Professional working proficiency

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Experience

    • Spain
    • Software Development
    • 1 - 100 Employee
    • Developer Advocate Engineer
      • Oct 2022 - Present

      Working on NLP-related topics with a focus on pragmatic data-centric solutions to empower the Argilla community. Also, working on several client projects and contributing to the core open-source. Working on NLP-related topics with a focus on pragmatic data-centric solutions to empower the Argilla community. Also, working on several client projects and contributing to the core open-source.

    • Information Services
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Mar 2021 - Oct 2022

      Working on several NLP and Knowledge graph machine learning projects for safety organizations in Europa. Working with PyTorch, FastAPI, Docker, Kubernetes, Spacy, Ray, TigerGraph, Networkx, BentoML. Working on several NLP and Knowledge graph machine learning projects for safety organizations in Europa. Working with PyTorch, FastAPI, Docker, Kubernetes, Spacy, Ray, TigerGraph, Networkx, BentoML.

    • Netherlands
    • Software Development
    • 1 - 100 Employee
    • NLP engineer
      • Jul 2020 - Feb 2021

      Creative mind behind NLP solutions within a chatbot platform. Text-clustering using UMAP, HDBSCAN, Tensorflow. EDA text dashboarding using Flask, NLTK, Gensim, Altair. Also developed a process mining tool for chatbot conversation analysis. Creative mind behind NLP solutions within a chatbot platform. Text-clustering using UMAP, HDBSCAN, Tensorflow. EDA text dashboarding using Flask, NLTK, Gensim, Altair. Also developed a process mining tool for chatbot conversation analysis.

    • Netherlands
    • Hospitals and Health Care
    • 1 - 100 Employee
    • Data Science Intern
      • May 2020 - Feb 2021

      Internship on NLP and chatbot development for a healthcare android. Worked on Neural Paraphrase Generation using a VAE-LSTM in Pytorch to resolve fallbacks and increase conversational diversity. Internship on NLP and chatbot development for a healthcare android. Worked on Neural Paraphrase Generation using a VAE-LSTM in Pytorch to resolve fallbacks and increase conversational diversity.

    • Netherlands
    • Research Services
    • 700 & Above Employee
    • Student-assistent
      • Oct 2014 - Feb 2021

      Alternatively fulfilling coordinative and administrative task.

    • Contact Manager Closing Academic Year TU/e
      • Feb 2015 - Jul 2015

      The closing event for the academic year of the TU/e.Focus on international diversity and integration.

    • Netherlands
    • Transportation, Logistics and Storage
    • Data Scientist
      • Aug 2019 - Jun 2020

      All-rounder within the development of innovative interactive supply chain game. Worked on converting interactions to relevant data using JavaScript and Flask, Pandas. Aided less- experienced data scientist with multi-processing and SimPy. Set-up KPI dashboarding for outcome of the game using Bokeh, Flask, Pandas. All-rounder within the development of innovative interactive supply chain game. Worked on converting interactions to relevant data using JavaScript and Flask, Pandas. Aided less- experienced data scientist with multi-processing and SimPy. Set-up KPI dashboarding for outcome of the game using Bokeh, Flask, Pandas.

    • Netherlands
    • Advertising Services
    • 100 - 200 Employee
    • Data Scientist
      • Sep 2017 - Jul 2019

      Responsible for exploratory research using SQL, Pandas, Numpy, Matplotlib, Scikit-Learn. Provided guidance to new interns. Worked on mvp development for new concepts like the GDPR, IP-based-targeting, Superset dashboarding.

    • Internship Student
      • Jun 2017 - Sep 2017

      Development of an AI clustering mechanism using text-based sentiment analysis on articles to cluster customers using Python.

  • Eindhoven Studentenstad
    • Eindhoven en omgeving, Nederland
    • Student representative
      • Aug 2016 - Jun 2019

      Responsibility for managing a fund for student activities in Eindhoven. Monthly meetings with the Eindhoven University of Technology, Fontys and the municipality to assess applications and discuss long term student vision for Eindhoven. Responsibility for managing a fund for student activities in Eindhoven. Monthly meetings with the Eindhoven University of Technology, Fontys and the municipality to assess applications and discuss long term student vision for Eindhoven.

    • Netherlands
    • Events Services
    • 1 - 100 Employee
    • Treasurer of the board
      • Sep 2016 - Sep 2017

      Being responsible for a budget of roughly €500.000,-. Providing guidance and advice for multiple committees. Practically running a company within the sandbox that is offered by studying in the Netherlands. Being responsible for a budget of roughly €500.000,-. Providing guidance and advice for multiple committees. Practically running a company within the sandbox that is offered by studying in the Netherlands.

    • Netherlands
    • Industrial Machinery Manufacturing
    • 700 & Above Employee
    • Intern Industrial Engineering at VDL Enabling Technologies Group
      • Feb 2016 - Jul 2016

      Focus on optimizing logistic processes, a re-allocation and forecasting for VDL ETG and ASML. Focus on optimizing logistic processes, a re-allocation and forecasting for VDL ETG and ASML.

    • Netherlands
    • Staffing and Recruiting
    • 1 - 100 Employee
    • Founding Member
      • Jan 2014 - Jun 2016

      Founding a student networking company. The organisation of the Eindhoven Student Symposium for the Dutch Technology Week. Founding a student networking company. The organisation of the Eindhoven Student Symposium for the Dutch Technology Week.

Education

  • Technische Universiteit Eindhoven
    Master, Computer Science and Engineering
    2018 - 2021
  • Tohoku University
    Master, COLABS - collaborative research program
    2019 - 2020
  • Eindhoven University of Technology
    Pre-Master, Computer Science and Engineering
    2017 - 2018
  • Technische Universiteit Eindhoven
    Bachelor, Operations Research
    2013 - 2016
  • Canisius College Nijmegen
    Middelbare School, Nature health, Nature technology, Latin
    2007 - 2013

Community

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