A person who has a low emotional IQ and is bad at reading people and decoding their expressions and body language. I don't think I need to give any statement for it.
Edit: They do not have any physical or mental disorders but more like lacking empathy but are not psychopaths. Looking for synonyms of 'socially illiterate'.