Stefan Junk verfügbar

Stefan Junk

Fullstack Data Engineer

verfügbar
Profilbild von Stefan Junk Fullstack Data Engineer aus Berlin
  • 10179 Berlin Freelancer in
  • Abschluss: Master of Science
  • Stunden-/Tagessatz: 86 €/Std. 700 €/Tag
    verhandelbar
  • Sprachkenntnisse: deutsch (Muttersprache) | englisch (verhandlungssicher)
  • Letztes Update: 04.02.2020
SCHLAGWORTE
PROFILBILD
Profilbild von Stefan Junk Fullstack Data Engineer aus Berlin
SKILLS
  • prototyping of software and data products
  • product development
  • machine learning: Scikit-Learn, Keras, Tensorflow, PyTorch
  • cloud and data: Kubernetes, Terraform, AWS, Google Cloud, MongoDB
  • software development: Python, Javascript, vue.js
  • buisness evaluation
PROJEKTHISTORIE
  • 02/2019 - bis jetzt

    • DNL DeeP Neuron Lab GmbH
    • < 10 Mitarbeiter
    • Banken und Finanzdienstleistungen
  • Project Lead
  • The BalanceReader simplifies the extraction of relational data from non-public buisness reports (PDF) by artificial intelligence and has a sophisticated user interface. The output is a standardized and fully digital set of financial data. The BalanceReader aims at credit risk analysts and investors. The extraction process (spreading) contains optical character recognition, finding relational values and the standardization of financial positions. The product is designed as human-in-the-loop to optimize the algorithms by manual input to ensure a 100% correct result. The product is online available and currently tested by users.

  • 02/2018 - 02/2020

    • DNL Deep Neuron Lab GmbH
    • < 10 Mitarbeiter
    • Internet und Informationstechnologie
  • Co-Founder, Technical Lead
  • The focus was on product design and technical design from the first draft up to the online available software-as-a-service product in a team of four developers - including the backend in Python/Flask, the frontend in Javascript/Vue.js, data models as microservices in tensorflow and scikit-learn and the operation in Kubernetes/OpenTelekomCloud. UX tests with test customers were part of the design process. The evaluation of the buisness plan, the acquisition of funding, the acquistion of personnel resources were part of this position as well.

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