Sora

Get ready for an immersive, high-stakes experience that mirrors real interviews at top tech companies. In this session, you’ll design a sophisticated Generative AI video generation system inspired by Sora. You’ll tackle challenges such as efficient video synthesis, large-scale data handling, distributed training, and real-time content streaming. The session follows a logical progression that reflects actual system design interviews, guiding you through each layer of reasoning and technical depth.

You’ll practice defining functional and non-functional requirements, selecting and justifying generative models, planning data acquisition and preprocessing strategies, and designing large-scale training pipelines. You’ll also articulate deployment architectures capable of meeting real-world demands for latency, scalability, and reliability. Both textual explanations and diagrams will be expected, simulating how real candidates communicate complex technical ideas.

What You’ll Practice:

• Deep problem understanding and requirement gathering.
• Model selection and justification for video generation.
• Data sourcing, preparation, quality control, and bias mitigation.
• Training pipeline design, optimization, and evaluation metrics.
• Deployment architectures that handle high throughput and real-time workloads.

By the end, you’ll be ready to navigate advanced technical discussions, present clear end-to-end designs, and confidently tackle interviews focused on Generative AI systems.