Randhawa, who had top-10 finishes in Delhi and Singapore in his last two starts, has eight wins on Asian Tour in his career, but his last success came back in 2009.
The 43-year-old, Asia No. 1 in 2002, is two shots behind Malaysia's Nicholas Fung, who snatched the first round lead with a super six-under 66, four days after missing out on a maiden Asian Tour victory.
Kapil Kumar (71) was tied-40th, Rahil Gangjee (72) was Tied-54th, while Shiv Kapur and Khalin Joshi were tied-69th. Shubhankar Sharma, S Chikka and Chiragh Kumar carded 74 each to tied-84th, while Gaganjeet Bhullar and Jeev Milkha Singh were 101st with 75 each and Rashid Khan (76) struggled to 111th.
Himmat Rai (77) and Manav Jaini were further down.
"The form is coming back. I know how to play, so it's just a matter of getting the consistency going," he added.
Meanwhile, at the top the 25-year-old Fung, who has two top-10s in the richest golf tournament in the Philippines, showed his liking once more for the Manila Southwoods Golf and Country Club with a seven-birdie card to lead by one from Thailand's Poom Saksansin and Chinese Taipei's Hung Chien-yao.
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