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Generative AI System Design
ChatGPT
Challenge your knowledge with probing questions on designing GenAI systems like ChatGPT, focusing on model serving, prompt management, and scalable inference.
Interview Details

Get ready to dive deep into the technical aspects of designing an advanced generative AI system akin to ChatGPT. This interview not only puts your Generative AI knowledge to the test but also replicates the kind of rigor and depth you can expect in real-world system design interviews at top-tier tech companies. Over approximately 40-45 minutes, you'll navigate through the challenge of building, scaling, and optimizing an interactive dialogue system, akin to a professional setting. Discussions will range from understanding and gathering requirements to data preparation, model training, deployment, and beyond. The questions are tailored to push the boundaries of your expertise, ensuring a holistic assessment of your capabilities.

Sharpen your skills with this comprehensive experience:

  • Explore functional and nonfunctional requirements vital to building a robust generative AI system.
  • Delve into the complexities of model selection and justify your choices.
  • Tackle issues in data acquisition, preparation, and maintaining quality standards.
  • Discuss training methodologies, infrastructure needs, and metrics for evaluating generative models.
  • Illustrate high-level deployment architectures, addressing aspects like scalability, latency, and security.

Upon completing this intensive session, you'll be better equipped to handle complex system design challenges, articulate your thought process clearly, and construct highly efficient and scalable AI systems. Get ready to showcase and enhance your proficiency in cutting-edge generative AI technologies!

Get ready to dive deep into the technical aspects of designing an advanced generative AI system akin to ChatGPT. This interview not only puts your Generative AI knowledge to the test but also replicat...

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The interviewer simulates a real-world interview an adapts accordingly.

Ask for hints or clarifications if you're stuck.

50 Responses
Diagramming tool

Built to Simulate the MAANG Experience

Prep for Every Loop

Practice explaining complex technical concepts verbally to build confidence and refine your communication skills.

Detailed Analysis

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Unlock insights that highlight your weaknesses and gives you sample responses.

Instant, Actionable Feedback

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Receive immediate, targeted guidance on solution correctness, complexity, and approach.

Interactive Environment

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Hone your coding logic in an editor and bring your system designs to life with an integrated diagramming workspace.

Tailored to Your Preferences

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Get relevant practice scenarios for your role and experience, whether you're a junior or an engineering manager.