Born in Nagpur in 2002, Hinge began cricket at age 12. Initially aspiring to be a batsman, he followed his father’s advice to become a bowler. He endured hardships during the COVID‑19 pandemic, which disrupted his training. His perseverance paid off when he earned a place in the U‑23 team, marking the start of his professional journey.