Chhetri, who could not take part in the crucial Tuesday match because of fever, took to Twitter to express his joy after India earned their first points in the ongoing qualifiers.
"Dear India, that is my team and those are my boys! Cannot describe how proud I am at this moment. Not a big result for the table, but in terms of a fight, as big as it can get. Huge credit to the coaching staff and the dressing room," Chhetri tweeted.
Indian goalkeeper Gurpreet Singh Sandhu, who was unbeatable under the bar as he led the team to a famous draw against Qatar, was also proud of the way his team performed against the Asian Champions.
"I feel extremely proud of the team for our performance against Qatar," Sandhu was quoted as saying by www.the-aiff.com.
"The team-effort helped us achieve the result. It will help us immensely in the qualifiers. While Qatar are still leading the pack with four points from two matches, India are currently at the fourth spot with one point from two matches.
India will host Bangladesh in their next match of the qualifiers on October 15.