Kolkata's Shankar Das, Nagpur's Moinuddin Malak and Delhi's Honey Baisoya were tied second with matching scores of four-under-68 at the Rs. 40 lakh event, being played at the Kensville Golf & Country Club here.
Dwivedi knocked in six birdies at the expense of a solitary bogey.
Playing only his second season as a professional, the 25 -year-old had a steady start as he made pars on the first seven holes before coming up with his first birdie on the eighth after landing it close.
He dropped his first shot of the day on the 17th but more than made up for it with a spectacular birdie conversion from 20 feet on the 18th, which gave him the sole lead.
Dwivedi, who has claimed three top-10 results since turning professional last year, said, "I started off solid, hitting greens but missing putts. But once I got my first birdie and was in red figures, I knew had the momentum.
Malak was off to a dream start, making birdies on his first two holes -- the 10th and 11th. Malak, who just missed two greens in the round, made the turn at a strong three- under.
Returning from a six-month break due to a back injury, he had a rock-solid front-nine with a birdie and eight pars.
Das produced an eagle and five birdies against three bogeys during his opening round.
Noida golfers Amardip Sinh Malik and Arjun Singh Chaudhri were tied for fifth at three-under-69.
Bengaluru's Khalin Joshi was in tied seventh at two- under-70, while PGTI Order of Merit leader Shamim Khan of Delhi occupied tied 19th place at even-par-72.
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