RimansTech builds machine learning as production craft: data, preprocessing, training, evaluation, explainability, then an interface a human can use. AlzDetect is the clearest example — MRI analysis with Vision Transformers, taken through to a deployed research platform at alzdetect.live.
That work is evidence of capability in medical-AI research and computer vision. It is not a licence to diagnose. We will not sell RimansTech as a clinical provider.
The same discipline applies outside healthcare: predictive modelling, image analysis, intelligent search, and AI features that belong inside a product you already run. If the experiment is the job, we will say so. If a production system is the job, we will not disguise a prototype as one.