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Post work? My office ends at 11PM daily. Where exactly will be the badminton court which accommodates lawyers late night schedules.
Unlikely but yes, always be careful: perhaps bring a friend or colleague the first time, or pick a public park you know well, meeting during daylight hours, tell several friends or colleagues where you are going, etc.

Most of all, enjoy, hope you can get a game going!