Can we implement Python SVM ML concepts in Tensorflow to convert them that can be used as TinyML in micro controllers like Arduino

I have an ML algo trained in SVM to study and predict a brain signal I just want to check if I can use Tensor Flow Lite to make my Python code into to such a format that can be read by embedded systems as a TinyML background.