Yes, Qatar Airways operates daily non-stop flights.
Other carriers (Biman Bangladesh, US-Bangla) may offer direct or 1-stop via Muscat/Chittagong. Qatar Airways is the only *daily* non-stop with full service. Book early for best fares; Dhaka route is high-demand (labor, VFR, business).