Resume

Engineering Lead and AI Architect specializing in Retrieval Augmented Generation (RAG) and Agentic Workflows with Google Gemini.

Experience

- Present

Schwarz Digits - Domain Engineering Lead for Generative AI & NLP

Tech Lead for 20 AI Engineers focused on Generative AI and NLP.
  • Tech Lead for 20 AI Engineers

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Schwarz Digits - Senior Engineering Lead for Information Retrieval/RAG

Leading an AI Engineering Team of 7 Engineers focused on RAG and Agentic Workflows.
  • RAG (Retrieval Augmented Generation) and Agentic Workflows
  • Leading an AI Engineering Team of 7 Engineers

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Schwarz Digits - Engineering Lead for Information Retrieval/RAG

Lead for RAG platform development and AI architecture.
  • Engineering Lead for Retrieval Augmented Generation Platform development
  • Development of Agentic Workflow Platform
  • AI Architect specialized on building applications with Google Gemini

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adesso SE - AI Specialist Consultant - GenAI Developer

Consulting and integration of Large Language Models for customers.
  • Consulting and integration of Large Language Models for customers
  • Development Lead for Aleph Alpha Luminous Software Integration Projects
  • Internal Trainer for Large Language Models Integration

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adesso SE - Associate Consultant - AI Specialist

RAG and Python development focus.
  • RAG (Retrieval Augmented Generation) and Python development
  • Trainer for Prompting for Large Language Models

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University Medical Center Ulm - Medical Computer Science Researcher

  • Working on 3D/4D Image Processing, Classification & Segmentation
  • Research on Deep Learning Network Visualization & Explainable AI

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Sony - Master Thesis Researcher

  • Medical Tissue Segmentation with Hyperspectral Imaging & Deep Learning

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Heilbronn University - Research Assistant

  • Computer Vision & Deep Learning
  • Working on Radar and Deep Learning for Traffic Recognition

Education

Skills

AI Engineering

Agentic AI / AI AgentsCrewAIHugging Face Transformers / smolagentsLarge Language Models (LLMs)OpenAI / Anthropic (Claude)PydanticAIPythonPyTorchRAG (Retrieval Augmented Generation)Structured OutputsComputer VisionLangchainMLOps/LLMOpsScikit-LearnVector Databases (Qdrant, MongoDB Atlas)Weights & Biases

Databases

PostgreSQLVector Databases (Qdrant, MongoDB Atlas)

Infrastructure

AzureGCPMLOps/LLMOpsAWS

Languages

PythonGoJavascript/TypescriptJava

Web Development

FastAPIJavascript/Typescript

Certifications

Publications

  • Deep Neural Networks and Machine Learning Radiomics Modelling for Prediction of Relapse in Mantle Cell Lymphoma

    Lisson CS, Lisson CG, Mezger MF, et al.

    Cancers (Basel), 2022-04

    10.3390/cancers14082008

  • Longitudinal CT Imaging to Explore the Predictive Power of 3D Radiomic Tumour Heterogeneity in Precise Imaging of Mantle Cell Lymphoma

    Lisson CS, Lisson CG, Achilles S, Mezger MF, et al.

    Cancers (Basel), 2022-01

    10.3390/cancers14020393

References available upon request. Get in touch →