Hello , I developed the anomaly detection model that uses Support Vector Machine (SVM). Is there any way that I can deploy my ML model as a Toit service on ESP32 that I can do anomaly detection task locally on device?

I would use the C interface. Then you just need to link a C library for the AI and then communicate with it. https://docs.toit.io/tutorials/misc/c-service

Thanks