my name is robert mendel, and I am a machine learning researcher, engineer and computer scientist.
As freelancer I can offer you support in anything AI and machine learning related:
5+ years experience in medical imaging and machine learning research and development
2+ years experience in medical device development
Services
Custom ML Implementations and R&D Solutions
Utilizing my background in medical device development, I can design and implement custom solutions tailored to your specific domain and application needs, ensuring your machine learning models are optimized for performance and aligned with your business case.
I also offer specialized consultancy to identify and address potential weaknesses in your current modeling approaches.
Strategic ML Project Planning and Data Management
With over five years of experience in medical imaging and machine learning R&D, I provide strategic planning for your machine learning projects.
I help develop effective data acquisition strategies and implement robust data management practices.
By ensuring traceability of results throughout the model development process, I enable you to maintain high standards of quality and compliance.
Deployment in Safety-Critical Systems
Drawing on extensive experience in safety-critical and real-time domains, I provide consultancy and support for deploying machine learning solutions where reliability is crucial. I guide you through the challenges of implementing ML systems in environments that demand the highest levels of safety and responsiveness, ensuring successful integration and operation.
Domain Agnostic
Although my main experience is with vision models for medical applications, my background as research scientist enables me to transfer this knowledge to other vision domains, structured data, or generative modeling tasks.