Beschreibung

Senior AI Engineer with 15+ years of software development experience and 6+ years specializing in deep learning, computer vision, and MLOps. Proven track record architecting and deploying production ML systems in various industries. Expertise in end-to-end ML pipeline development from research to cloud deployment, with deep domain knowledge in medical imaging and real-time computer vision. Available for full-time and freelance projects, project-based contracts, retainers, or hourly engagements.

Sprachen

Englisch
Muttersprachlich oder zweisprachig
Deutsch
Grundkenntnisse

Arbeitsortpräferenzen

Vor Ort möglich

Heidelberg (bis zu 50 km), Frankfurt am Main (bis zu 50 km), Munich (bis zu 50 km), Berlin (bis zu 50 km)

Independent Freelancer
Independent Consultant
Januar 2023 - Heute (3 Jahre und 5 Monate)
■ Ultrasound simulation for a medical device company to aid in development of better calibration models. Used tools like K-wave for finite element based non-linear wave propagation physics.
■ ML model to optimise and characterise effects of production parameters for a large machinery manufacturer.
■ LLM based tools (RAG and non-RAG architectures) for document analysis for a very large insurance company. The product is deployed to production on the cloud and is currently undergoing development and evaluation by users in more than 20 countries.
Machine learning Medical Imaging Python artificial intelligence
Nostos Genomics,
Machine Learning Engineer
Januar 2021 - Januar 2023 (2 Jahre)
Berlin, Germany
■ Development of a python-based ML platform for automating the day-to-day tasks of an ML engineer like hyperparameter optimization, model testing, and logging. The platform itself can be configured extremely flexibly to allow for various use cases.
■ Deployed deep learning and Bayesian network architecture models.
artificial intelligence Python Machine learning
mediaire GmbH,
Senior Machine Learning Engineer
Januar 2019 - Januar 2021 (2 Jahre)
Berlin, Germany
■ Development of deep learning based computer vision models for whole brain volumetry and lesion segmentation in Multiple Sclerosis subjects.
■ Development of a Variational Auto Encoder based quality assessment tool for MRI images.
Medical Imaging Python