David Berenstein
Developer Advocate Engineer at Argilla (formerly Recognai/Rubrix)- Claim this Profile
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Nederlands Native or bilingual proficiency
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Engels Professional working proficiency
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Bio
Experience
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Argilla
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Spain
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Software Development
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1 - 100 Employee
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Developer Advocate Engineer
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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.
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Pandora Intelligence
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Information Services
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1 - 100 Employee
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Machine Learning Engineer
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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.
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Flow.AI
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Netherlands
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Software Development
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1 - 100 Employee
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NLP engineer
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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.
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SARA Robotics
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Netherlands
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Hospitals and Health Care
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1 - 100 Employee
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Data Science Intern
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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.
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Eindhoven University of Technology
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Netherlands
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Research Services
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700 & Above Employee
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Student-assistent
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Oct 2014 - Feb 2021
Alternatively fulfilling coordinative and administrative task.
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Contact Manager Closing Academic Year TU/e
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Feb 2015 - Jul 2015
The closing event for the academic year of the TU/e.Focus on international diversity and integration.
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Argusi
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Netherlands
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Transportation, Logistics and Storage
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Data Scientist
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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.
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Greenhouse
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Netherlands
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Advertising Services
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100 - 200 Employee
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Data Scientist
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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.
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Internship Student
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Jun 2017 - Sep 2017
Development of an AI clustering mechanism using text-based sentiment analysis on articles to cluster customers using Python.
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Eindhoven Studentenstad
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Eindhoven en omgeving, Nederland
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Student representative
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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.
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Eindhovens Studenten Corps
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Netherlands
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Events Services
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1 - 100 Employee
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Treasurer of the board
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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.
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VDL Enabling Technologies Group (ETG)
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Netherlands
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Industrial Machinery Manufacturing
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700 & Above Employee
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Intern Industrial Engineering at VDL Enabling Technologies Group
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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.
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Business Core Eindhoven
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Netherlands
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Staffing and Recruiting
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1 - 100 Employee
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Founding Member
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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.
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Education
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Technische Universiteit Eindhoven
Master, Computer Science and Engineering -
Tohoku University
Master, COLABS - collaborative research program -
Eindhoven University of Technology
Pre-Master, Computer Science and Engineering -
Technische Universiteit Eindhoven
Bachelor, Operations Research -
Canisius College Nijmegen
Middelbare School, Nature health, Nature technology, Latin