29.11.2024 aktualisiert

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Data Scientist/ Consultant

Gotha, Deutschland
Weltweit
M.Sc. Data Science; B.Sc. Business Informatics
Gotha, Deutschland
Weltweit
M.Sc. Data Science; B.Sc. Business Informatics

Profilanlagen

Rosendorff_CV.pdf
reference_letter_qb.pdf
Reference_Letter_AndreRosendorff_signedMB.pdf

Skills

Clean CodeAgile MethodologieKünstliche IntelligenzData AnalysisComputer VisionPythonMachine LearningMySQLNatural Language ProcessingPredictive AnalyticsScrumTensorFlowSoftwareentwicklungData SciencePyTorchLarge Language ModelsGenerative AIpandasScikit-learnHuggingFaceVBA Programming Language
I am a generalist Data Scientist with experience in machine learning, AI, data manipulation & modeling, and software development. My work focuses on helping clients across multiple industries by enabling them to solve their business problems using advanced machine learning technology.

Erfahrung

Berufserfahrung5 - 10 Jahre
Freelancer seit2023

Sprachen

DeutschMutterspracheEnglischverhandlungssicher

Projekthistorie

Data Scientist/ Consultant

QuantumBasel AG

Internet und Informationstechnologie

10-50 Mitarbeiter

  • Implemented a Reinforcement Learning training pipeline to align Large Language Models on human feedback.
  • Trained and evaluated a Large Language Model with the developed training pipeline on customer data. 

Data Scientist/ Consultant

QuantumBaselAG

Internet und Informationstechnologie

10-50 Mitarbeiter

  • Built a Retrieval-Augmented-Generation (RAG) system to analyze Biomarker reports from cancer patients with a Large Language Model.
  • Fine-Tuned a Large Language Model on medical reports 

Data Scientist/ Consultant

uptownBasel lnfinity Gorp.

Internet und Informationstechnologie

50-250 Mitarbeiter

  • Consulted the customers on projects in the field of Generative AI.
  • Implemented a training-pipeline to fine-tune Large Language Models on customer data.
  • Trained and evaluated a Large Language Model to generate Quantum Computing Code based on instructions.

Data Scientist/ Consultant

IBM

Internet und Informationstechnologie

>10.000 Mitarbeiter

  • Developed several AI services with major focus on Natural Language Processing and Computer Vision use cases for customers in the public sector.
  • Coordinated and contributed to the implementation of an end-to-end machine learning solution in the automotive sector, including requirements definition, data collection and annotation, model preparation and deployment.
  • Trained, validated, and deployed various state-of-the-art deep learning models for defect recognition in vehicles and user anonymization under custom conditions.
  • Built and maintained cloud microservices for data processing and machine learning inference at scale.
  • Communicated and presented Data Science project topics to customers and stakeholders.

Corporate Student | Project Manager, Software Developer

Deutsche Telekom AG/ T-Systems International GmbH

Telekommunikation

>10.000 Mitarbeiter

  • Developed a machine learning solution to predict the duration of a delivery in the last mile within the scope of a proof of concept.
  • Acted as Scrum Master in internal Java-software-development projects.
  • Modeled and optimized ITIL operating and service processes in a project team of around 300 people for a customer in the public sector.

Zertifikate

Machine Learning

Stanford | Online (Coursera)

2021

Kontaktanfrage

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