The 38-year-old, who is a 2012 Olympic bronze-medallist, prevailed 4-1 against a rival who is 15 years her junior and a Pan American Games bronze-medallist.
Deepak finished at 26th position with a score of 624.7, while Panwar ended with a score of 622.8 at the 32nd spot in the qualification stage of the event at the Asaka Shooting Range.
Sania and Raina were down 1-8 in the Super Tie break but reeled off seven straight points to make it 8-8 but lost the next two points to make an exit from the Games.
Olympic athletes are interestingly woven around various sporting activities to amplify the game along with the cartoony or artistic resemblance or figure of Manga.
With the Tokyo 2020 Olympic Games kick-starting, sports fanatics can catch over 12 hours of non-stop action on the platform between 4 am to 8 pm (IST).
Tokyo is currently under less-stringent measures that focus on shortened hours for bars and restaurants but have proven less effective at slowing the spread of the coronavirus.
The social network also welcomed top gaming company Ubisoft as a partner and the popular Assassin's Creed Rebellion has arrived as a cloud-streamed game on Facebook Gaming.