Christoph Raab
AI Expert & Lead Solutions Architect
Bamberg, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolChristoph Raab is an AI expert and lead solutions architect with 11 years of experience bridging research and production in domain adaptation, concept drift, computer vision, and NLP. Holding a doctoral background in artificial intelligence, he has built and deployed LLM-driven agent systems, document-AI transformers, and MLOps pipelines for SMEs and large enterprises. At IAV and as a freelancer he integrated knowledge-graph retrieval, semantic search, and Kubernetes/Azure-based LLMOps to reduce latency and improve generation quality across engineering workflows. He creates explainable metric-learning demos for non-technical audiences and has a track record of turning stream-mining research into practical failure-detection solutions for manufacturing. Now at Siemens, he combines hands-on model engineering with stakeholder-facing solution design, advising teams on cloud-first transformations. Based in Bamberg, Germany, he blends academic rigor with pragmatic productization—often surfacing subtle domain shifts that others miss when moving models from lab to field.
11 years of coding experience
7 years of employment as a software developer
Doctor rer. nat. Artificial Intelligence, Doctor rer. nat. Artificial Intelligence at Bielefeld UniversityMaster of Science - MS Informationsystems, Master of Science - MS Informationsystems at Technical University of Applied Sciences Würzburg-Schweinfurt (THWS)
English, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (56)
text-generation10
pytorch10
jetbrains10
intellij10
inference10
bloom10
huggingface-transformers10
falcon10
deep-learning10
transformer10
gpt10
pycharm10
copilot10
nlp10
chatgpt9
Programming languages (6)
Github contributions (5)
ChristophRaab/thesis
Sep 2021 - Mar 2025
Contributions:1 release, 5 pushes, 1 tag in 3 years 6 months
ChristophRaab/NASDAQ-Dataset
Jan 2020 - Nov 2021
Concept drift and Domain Adaptation Datasets based on Twitter feed with Hashtags related to NASDAQ
Contributions:67 commits, 15 PRs, 61 pushes in 1 year 10 months
concept-drifthashtagsnasdaqdomaindomain-adaptation
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.