MBA (Digital Business) candidate with hands-on experience in operations coordination, quality control, and data-driven decision-making. Skilled at managing stakeholders end-to-end — onboarding, scheduling, issue resolution, and payouts — while enforcing clear quality guidelines and tracking metrics at scale. Comfortable in fast-paced, ownership-driven environments, with a strong interest in AI, speech datasets, and product ops.