Is there any reason why the Service has picked my case for RFE(Request for Additional Evidence)?

The USCIS does not target any cases, or so they claim. RFEs are generated when the USCIS requires additional evidence to adjudicate a certain application or petition. Most RFEs are based on boilerplate checklists made available to adjudication officers, who then use them to generate consistently worded requests for additional evidence.