We develop and utilize artificial intelligence (AI) for biotechnological (both red and green biotech) and biomedical applications, including device development, image processing, big data analysis, and molecular simulations, with particular attention to optimizing complex clinical protocols and designing new drugs. Biological and clinical data are analyzed to identify the most effective combinations of variables for example, in defining optimal protocols for the application of electric pulses in tumor treatment or for improving cardiac ablation procedures.