Left-handed Divij overcame a second-set lapse to beat local player Ruben Alberts 6-2 3-6 6-1 in the third and final round of the qualifiers.
The Delhi lad however has a tough first round ahead as he faces third seed Canadian Vasek Pospisil.
Purav Raja also shattered local hopes as he beat Phillip De Bruyn 6-1 7-5 in his third round.
He faces Jean Anderson of South Africa in his first round of the USD 100,000 hard court tournament.