Jan-Micha Bodensohn

Jan-Micha Bodensohn M.Sc.

Doctoral Researcher

Working area(s)

Machine Learning for Data Engineering, DFKI

Contact

Work S2|02 D111
Hochschulstr. 10
64289 Darmstadt

I am a doctoral student supervised by Prof. Carsten Binnig at the Data and AI Systems Lab of the Technical University of Darmstadt and work as a researcher for the German Research Center for Artificial Intelligence (DFKI). My research centers on the automation of data engineering tasks with foundation models, and I have a strong background in natural language processing, machine learning, and databases.

I joined the Data and AI Systems Lab as a doctoral student in 2023 after completing my Bachelor's and Master's degrees in Computer Science at TU Darmstadt. From 2020 to 2022, I worked as a student research assistant at the Data Management Lab at TU Darmstadt, focusing on data exploration and information extraction from text.

My research explores Large Language Models (LLMs) for tabular data. I currently evaluate LLMs for data engineering in enterprise settings and work towards overcoming their shortcomings on table-based tasks, such as their high costs and limitations in handling large data lakes. My ultimate goal is to fully automate data engineering with LLMs, from reasoning about the required data to preparing it for queries and applications.

Loading...
Loading data from TUbiblio…

Error on loading data

An error has occured when loading publications data from TUbiblio. Please try again later.

  • ({{ publication.date.toString().substring(0,4) }}):
    {{ publication.title }}.
    In: {{ publication.series }}, {{ publication.volume }}, In: {{ publication.book_title }}, In: {{ publication.publication }}, {{ publication.journal_volume}} ({{ publication.number }}), ppp. {{ publication.pagerange }}, {{ publication.place_of_pub }}, {{ publication.publisher }}, {{ publication.institution }}, {{ publication.event_location }}, {{ publication.event_dates }}, ISSN {{ publication.issn }}, e-ISSN {{ publication.eissn }}, ISBN {{ publication.isbn }}, {{ labels[publication.type]?labels[publication.type]:publication.type }}
  • […]