Benedict Hartmann

Benedict Hartmann

Member

Info

I have a decade of multinational experience in Linux systems engineering, DevOps, and Site Reliability Engineering on high traffic enterprise environments in online marketing and insurance. The work is spanning over the entire stack from datacenter hardware, OS, Cloud, Software, for customer facing applications in many projects. Research on knowledge graphs, transformer-based embeddings, and named entity recognition. Experience in the defense sector, FPV-Drone hardware and software, VHF-UHF radio, as well as autonomous UAV projects.

Research

  1. Supporting Professional Conference Organizers in Expert-Finding Tasks using Knowledge Graphs and Topic Modeling

    Benedict Hartmann and Nico Lindemann. 2026.

    TRI-IVIS 2026 workshop, Venice, Italy, June 8th, 2026. ceur-ws.org/Vol-4227

  2. Supporting Conference Organizers in Expert-Finding Tasks using Transformer-based Embedding and Retrieval

    Tom Eichhorn, Benedict Hartmann, and Nico Lindemann. 2026.

    TRI-IVIS 2026 workshop, Venice, Italy, June 8th, 2026. ceur-ws.org/Vol-4227

  3. Supporting deep learning-based named entity recognition using cloud resource management

    Hartmann B., Tamla P., and Hemmje M. 2023.

    HCI International 2023 – Late Breaking Papers: HCI for Health, Well-being, Universal Access and Healthy Aging. Springer, 2023. doi.org/10.1007/978-3-031-48057-7_6

  4. CIE: A Cloud-Based Information Extraction System for Named Entity Recognition in AWS, Azure, and Medical Domain

    Tamla, P., Hartmann, B., Nguyen, N., Kramer, C., Freund, F., Hemmje, M. 2023.

    In: Coenen, F., et al. Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2022. Communications in Computer and Information Science, vol 1842. Springer. doi.org/10.1007/978-3-031-43471-6_6

  5. Fine-Tune it Like I'm Five: Supporting Medical Domain Experts in Training NER Models Using Cloud, LLM, and Auto Fine-Tuning

    B. Hartmann, P. Tamla, F. Freund and M. Hemmje. 2023.

    2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS), Letterkenny, Ireland, 2023, pp. 1-8. doi: 10.1109/AICS60730.2023.10470654

Speaking

  1. Cloudflare Immerse Munich - Challenges of global CDN rollouts in large enterprise environments

    Speaker, 2024 — Munich, Germany

  2. Universität der Bundeswehr München - Guest Lecture Cyber Defense in Allianz

    Guest Speaker, 2024

  3. HCI International 2023 - Session on Human-Computer Interaction

    Speaker & Session Chair, 2023

Services

  1. Freelance IT Consulting

    I offer freelance IT consulting in the areas of Linux, DevOps, and Site Reliability Engineering. This service is independent of the project group.