Michael Janz

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Bis 2021, Junior Deep Learning Engineer, frogs42 - Gesellschaft für künstliche Intelligenz mbH

Köln, Germany

About me

Passionate trainer of AI-models and developer of Deep-Learning technologies _________________I make Code smart and AI-models clever________________

Skills

Deep Learning
Natural Language Processing (NLP)
Pytorch
Python
Machine Learning
Neuronale Netze
Keras
Tensorflow
Data analytics
CNN
RNN
Recurrent neural Networks
VAE
GAN
Object detection
Classification
Cloud computing
Cloud Architecture
Data Modeling
Künstliche Intelligenz
Big Data
Data Mining
Artificial intelligence
Maschinelles Lernen
Git
Projektmanagement
SQL
Sprachtechnologie
LINUX
Docker
UNIX
Statistik
Beratung
Microsoft Azure
Statistische Verfahren
Data Science
C#
Modelltraining
Textgenerierung
Faktenbasierte Textgenerierung
Text-Content comparison
Softwareentwicklung

Timeline

Professional experience for Michael Janz

  • Current 3 months, since Sep 2021

    Deep Learning Engineer

    frogs42 - Gesellschaft für künstliche Intelligenz mbH

    At frogs42 I am responsible for developing and automatically evaluating new AI-models for conditional fact-based text generation. This includes all steps from researching new techniques in scientific papers to preparing new training data, training/finetuning a deep-learning model, automatically determine the quality of the model output and to put all these steps into software projects, that make the whole usage easy to handle.

  • 8 months, Feb 2021 - Sep 2021

    Junior Deep Learning Engineer

    frogs42 - Gesellschaft für künstliche Intelligenz mbH

    At frogs42 I am responsible for developing and automatically evaluating new AI-models for conditional fact-based text generation. This includes all steps from researching new techniques in scientific papers to preparing new training data, training/finetuning a deep-learning model, automatically determine the quality of the model output and to put all these steps into software projects, that make the whole usage easy to handle.

  • 1 year and 5 months, Feb 2019 - Jun 2020

    Data Scientist

    KI group

    At the KI Group, my Job is to analyze data and create workflows of very different kind. This includes working with Azure, like the azure cognitive service, analyzing data with python, and writing software with C#. I worked on a project for a big automobile manufacturer with the goal of building and comparing mathematical models for creating artificial customer trips. This included the use of markov chains, but also using neural networks (VAEs) for generating the trips.

  • 1 year and 11 months, Apr 2017 - Feb 2019

    Softwareentwickler

    Bayard-Consulting GmbH

    Full stack developer on part time. I was in a team, responsible for developing the main product of Bayard Consulting. My main tasks were: - Fixing bugs and implement new features into our frontend and backend (AngularJs, Ruby, JavaScript, Html, Css) - Redevelop the testing environment (Cucumber, Cabybara, Ruby, Selenium) With these technologies, I also learned more about using Git, Maven, and Docker

  • 4 months, Sep 2016 - Dec 2016

    Werkstudent

    Generali Deutschland Informatik Services GmbH

    I was in the agile development team of the Generali Deutschland Informatik Services GmbH. The mission of this team was to teach the company the basics of agile workstyle. My tasks were: -translating articles from english to german and vice versa -developing and designing a wiki for these articles -creating plans for the practical execution of the workshops

  • 1 month, Sep 2015 - Sep 2015

    Werkstudent Sales Steering

    Klarna GmbH

    Because of a technical upgrade, existing data in Salesforce had to be translated into a new format. My task was, to do this translation. After planning the procedure, I wrote a script for translating the data in Salesforce. After a manual check, the task was successfully finished

  • 5 months, Apr 2015 - Aug 2015

    Praktikum Sales Steering

    Klarna GmbH

    At Klarna I gained more Experience in working with data, basically in Excel. My Job was to do calculations, create reports and analyze Data as part of the sales steering team.

  • 4 years and 2 months, Mar 2011 - Apr 2015

    Selbstständig

    Michael Janz-Pc

    Computer Reparaturen, Beratung zu Problemen, Professionelle Beratung bei Problemstellungen

  • 5 months, Sep 2013 - Jan 2014

    Referent des Projektmanagements

    Ströer Out of Home Media AG

    Projekt-Management Assistenz in der IT • Entlastung des Projektmanagers durch Abnahme von Arbeitspaketen • Koordination von Reisen, Meetings und Termin • Ansprechpartner für Außenstellen • Allgemeine Bürotätigkeiten • Entwurf von Dokumenten und Plänen

  • 4 months, Jan 2013 - Apr 2013

    Projektleiter / Programmierer

    Abschlussprojekt am Georg-Simon-Ohm Berufskolleg

    Dies war der Zeitraum, indem unser Abschlussprojekt statt fand. Mein Team bestand aus 3 Leuten. Unsere Aufgabe war es, eine innovative Eingabesteuerung mit Windows Kinect zu programmieren, die Kamera soll mit Hilfe einer beweglichen Schiene immer den Benutzer im Fokus halten. Das Projekt war ein voller Erfolg, es konnten Eingaben per Bewegung getätigt werden, welche vorher definiert werden müssen und die Kamera folgt dem Benutzer.

  • 4 months, Sep 2012 - Dec 2012

    IT Support

    Werkstatt des Georg-Simon-Ohm Berufkollegs

    IT-Support für externe Kunden und interne Kunden.

Educational background for Michael Janz

  • 3 years and 5 months, Sep 2017 - Jan 2021

    Markt und Medienforschung

    Technische Hochschule Köln

  • 1 year and 1 month, Sep 2016 - Sep 2017

    Physik

    Universität zu Köln

    Physik Mathematik

  • 3 years, Sep 2013 - Aug 2016

    Angewandte Informationswissenschaft

    Technische Hochschule Köln

    Informationskompetenz Datenbank sowie Programmierung Wirtschaft Sprachwissenschaft Statistik Empirische Forschung

  • 3 years, Aug 2010 - Jul 2013

    Informatik

    Georg-Simon-Ohm Berufskolleg

    Programmierung: C# Netzwerk- und Rechnertechnik Best Practise

Languages

  • German

    First language

  • English

    Fluent

  • Spanish

    Basic

  • Dutch

    Basic

Wants

Softwareentwicklung
Robotik
Automatisierungstechnik
IT und Forschung
Projektmanagement
Deep Learning
32 Stunden Woche

Interests

Sport
Kochen
Reisen und neues Entdecken
Gitarre

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