The 45-year-old, who won bronze in the men's skeet at the London Olympics, is competing at the ongoing Asian shooting Championship on the outskirts of New Delhi, hoping to maintain his record of competing at each Games since 1996.
"I have been five times in Olympic Games - Atlanta, Sydney, Athens, Beijing and London," the Qatari told Reuters TV.
"(I won) bronze medal in London. And now really it will be dream for me to (also) compete in Rio, like six times in Olympic Games."
Rallying and marksmanship are not easy to combine but Al Attiyah said he enjoyed both.
"I love both sport - rally and shooting. And this was my dream for a long time, to be champion in rally and champion in shooting and this was really a good thing what I make for myself."
He took to shooting hoping it would help him focus better behind the wheel when competing in the gruelling rallies, before Al Attiyah fell to the charm of shooting clay targets flung into the air.
His busy rallying schedule does impact his shooting but Al Attiyah claimed bronze - only the fourth medal Qatar have ever won at the Olympics - in London after only 10 days of practice.
"It is not easy. When I started rally, I was looking for another sport to help me from (the) concentration side and I find myself one day practicing shooting and I said, 'okay this is a right sport to help me for driving, for rally'.
"But I find also myself good in shooting and I said 'why not to be one of the Olympic medal (winner) in shooting'."
(Writing by Amlan Chakraborty; editing by Patrick Johnston)
