Bijlani lahir pada tanggal 31 Oktober 1982 di sebuah keluarga [[orang Sindhi|Sindhi]] di [[Mumbai, Maharashtra]], India.<ref>[http://www.dnaindia.com/entertainment/report-getting-to-know-arjun-bijlani-1210746 Getting to know Arjun Bijlani - DNA India]</ref> HeDia didmenyelesaikan hissekolahnya schooling fromdari [[Bombay Scottish School, Mahim]] and hisdan collegekuliahnya fromdari [[H.R. College of Commerce and Economics]].<ref>{{cite web|url=http://www.colorstv.com/in/news/5-things-you-didnt-know-about-arjun-bijlani-matsh-2774.html|title=Colors News - 5 things you didn't know about Arjun Bijlani #MATSH, Colors Reality TV Show News, Updates - Colors TV Shows|work=Aapkacolors|access-date=4 March 2016}}</ref> Ia juga memiliki seorang adik laki-laki, Niranjan Bijlani dan seorang adik perempuan, Rohini. Pada usia sembilan belas tahun, ia kehilangan ayahnya Sudarshan Bijlani.<ref>{{cite web|url=http://www.tribuneindia.com/2014/20140829/ttlife1.htm|title=The Tribune, Chandigarh, India - The Tribune Lifestyle|access-date=4 March 2016}}</ref>
