Jan-Christoph Klie

Jan-christoph klie

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location of Jan-Christoph KlieDarmstadt, Hesse, Germany
Followers of Jan-Christoph Klie311 followers
  • Timeline

  • About me

    Machine Learning and Software Engineer

  • Education

    • Keats chinese school

      2017 - 2017
      Chinese

      I spent two months in Kunming, China at the Keats Chinese School to improve my Mandarin. The program consisted of 6 hours of one-on-one lessons per day, 5 times a week.

    • Baden-wuerttemberg cooperative state university mannheim

      2011 - 2014
      Bachelor's degree applied computer science
    • Anglia ruskin university

      2012 - 2012
      Marketing

      Summer School

    • Technische universität darmstadt

      2014 - 2017
      Master’s degree computer science

      Master Degree in Computer Science with minor in Automation and Control Theory. Elective areas in major are mainly machine learning, robotics and computer vision. Master's thesis is about Deep Learning for Natural Language Processing.

    • Technische universität darmstadt

      2018 - 2024
      Doctor of philosophy - phd computer science

      Activities and Societies: Natural Language Processing. My research focuses on improving annotation efficiency and quality, enabling quicker and more cost-effective data collection for new and exciting applications.

  • Experience

    • Ibm deutschland gmbh

      Feb 2012 - Sept 2014

      Developing an extensible logfile analyzing tool for storage systems.

      • Cooperative study program

        Oct 2011 - Sept 2014
      • Student Internship

        Feb 2012 - Apr 2012
    • Ibm deutschland enterprise application solutions gmbh

      Jul 2012 - Aug 2012
      Student internship

      JEE development in a customer project.

    • Ibm deutschland research & development gmbh

      Nov 2012 - Feb 2013
      Student internship

      Improving the IBM Hadoop distribution BigInsights with IBM software products.

    • Ibm dalian global delivery company limited

      May 2013 - Aug 2013
      Student internship

      Supporting the IBM Watson Sales Appliance Team.

    • Ibm tivoli system automation for z/os

      Nov 2013 - Feb 2014
      Student internship

      Integrating monitor data from System z and an existing IBM Tivoli installation into IBM DASH, a dashboard application.

    • Ibm deutschland gmbh ngncc,

      May 2014 - Sept 2014
      Working student

      This is the internship where I wrote my Bachelor Thesis. Task was to prototype a home automation solution/IoT platform where data is collected in a centralized place.

    • Ibm deutschland gmbh ngncc

      Oct 2014 - Jul 2016
      Working student

      Implementing an IoT middleware to integrate devices from any vendor by abstracting the protocol away. Focus is on using LoRa, a long range wireless transmission protocol for IoT Devices.

    • Tu darmstadt control methods and robotics

      Jul 2015 - Mar 2016
      Student assistant

      Mainly software engineering for the robotics lab. I implemented a ROS package for the VRMagic stereo cameras These are mounted on Robotinos and used to test algorithms developed by the PhD students. Also, I provided a marker-based ground truth with several ceiling cameras, whose detected positions are fused into one.

    • Senacor technologies

      Aug 2016 - Oct 2017
      Working student

      Back end and Android development for Online Payment Solution

    • Tu darmstadt ubiquitous knowledge processing (ukp) lab

      Jan 2018 - May 2023
      Doctoral student

      I am a PhD student working on the INCEpTION project where I investigate interactive annotation for NLP. Currently I research how several annotation tasks, e.g. creating corpora with linked entities or predicate-argument structures can be supported by interactive machine learning. I am also interested in Reinforcement Learning, Semantic Parsing, Semantic Role Labeling, and Continual Learning. In addition to that, I also manage the system administration group for our department of 60 people. including our own compute server infrastructure. Show less

    • Apple

      Jun 2022 - Sept 2022
      Intern ai/ml
    • Klie ai

      Oct 2022 - now
      Machine learning engineer

      I am available as an AI consultant. I have a strong background in data annotation including best practices, increasing annotation efficiency and quality, software backend engineering as well as building AI IT infrastructure. If that sounds interesting, then I would be happy hearing from you!

    • Apple

      Feb 2023 - Jul 2024
      Machine learning engineer
    • Amazon

      Jan 2025 - now
      Applied scientist
  • Licenses & Certifications

    • Hsk 4 ( chinese proficiency test)

      Chinese national office for teaching chinese as a foreign language
      Nov 2018
    • Hsk 3 ( chinese proficiency test)

      Chinese national office for teaching chinese as a foreign language
      Apr 2017
    • Hsk 2 ( chinese proficiency test)

      Chinese national office for teaching chinese as a foreign language
      Nov 2016
    • Quality management specialist qms-tüv

      Tüv süd akademie gmbh
      Nov 2013
    • Java se 7 programmer i

      Oracle
      Nov 2013
    • Aws certified solutions architect – associate

      Amazon web services (aws)
      May 2024
      View certificate certificate
    • Aws certified developer – associate

      Amazon web services (aws)
      Jun 2024
      View certificate certificate