Hi @Wajid_Ali2
besides the model resp. the (chained) algorithms, please consider that you will need many more components in your software system to realise an effective and satisfying operations such as pipeline monitoring, analytics, data cleaning, preprocessing, config, maintenance and other components to satisfy non-functional requirements as well as your specific MLOps concept etc., see also: Overview of ML Pipelines | Machine Learning | Google Developers
See also this thread and this source:
Hopes that helps!
Best regards
Christian