(Link zur deutschen Version)

Services

• Consulting for SMEs & Enterprises in the AI/LLM space:
  • Business impact
  • Privacy Implications (GDPR/Compliance rulesets)
  • Deep sector expertise in the finance/law and energy sectors
• Development of custom AI/LLM solutions tailored to client needs & implementation of AI/LLM-based MVPs.
• Presentations and Workshops on the impact of LLM/AI technologies for professionals and executives.

Technologies

• Models/LLMs:
  • OpenAI (GPT-4, GPT3.5 Turbo; direct or via MS Azure)
  • Anthropic (Claude)
  • Local finetuned LLMs
• Frameworks & Technologies:
  • Langchain
  • Llama-Index
  • Guidance
  • llama.cpp & others
• Use Cases (examples):
  • Advanced Grounding & Retrieval pipelines for complex applications.
  • Agents with access to various internal and external information sources that can achieve business goals with limited guidance.
  • Generating structured information (entity extraction/tagging) in zero-shot/few-shot settings.
  • PII-masking/filtering and multi-step or local LLM applications for handling of sensitive personal and business data.

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References

Among others:

• Workshop on “ChatGPT and LLMs” in Enterprises at the top management summit of Stadtwerke Düsseldorf.
• Lecturer at Startplatz AI Summer School and member of the Startplatz AI Hub.
• Implementation of an LLM-based termsheet-to-contract workflow for the law department of a large enterprise.
• Implementation of a customized ChatGPT-plugin offering personalized access to notes and background information.