Apna, a leading job search platform in India, has revolutionized interview preparation by developing an advanced AI interview system using ElevenLabs' Text to Speech technology and Blue Machines' voice orchestration platform. This system delivers personalized, realistic mock interviews tailored to specific roles and companies, enabling candidates to practice with lifelike timing, empathy, and domain-specific depth. With over 60 million users, Apna has conducted over 1.5 million AI interviews, totaling 7.5 million voice minutes, all with sub-300 ms latency, ensuring a seamless conversational experience. The AI's low-latency streaming, multilingual capabilities, and emotional nuance preserve the rhythm and credibility of real human exchanges. This innovative approach democratizes interview preparation, providing equal opportunities to candidates regardless of their background, and represents a significant advancement in AI-driven learning and employability at scale.