Guddu Sharma of the Bihar Military Police (BMP) was shot dead near Madarpur village when he was on his way to join duty in Bodh Gaya.
"Motorcycle-borne criminals fired five bullets in his chest and he died on the spot," a district police official said.
Angry over the killing, residents blocked roads to demand the arrest of the assailants.
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