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Ivan Lee

CEO
Datasaur.ai

PRESENTATION TITLE:

From Concept to Reality:
Mastering LLMs from POC to Production

PRESENTATION SUMMARY:

Atom icon for The AI Conference 2023, a groundbreaking two-day event on AGI, LLMs, Infrastructure, Alignment, AI Startups, and Neural Architectures.

As businesses move from LLM experimentation to real-world deployments in 2024, they face a critical balancing act between quality, speed, and cost.

Brain icon for The AI Conference 2023, a groundbreaking two-day event on AGI, LLMs, Infrastructure, Alignment, AI Startups, and Neural Architectures.

Drawing from a decade of NLP experience with Fortune 100 companies, this talk navigates the complexities of moving from POC to production-ready LLM solutions.

  • Strategic LLM applications transforming industries from legal to healthcare and eCommerce
  • Best practices for minimizing costs and risks such as hallucination issues
  • Scaling for growing demands
  • Techniques for future-proofing deployments as next-gen models like Llama 3 and GPT-5 emerge
  • The crucial role of regression testing in safeguarding existing applications

2024 PRESENTATION Slides:

Ivan Lee, CEO, Datasaur.ai, From Concept to Reality_ Mastering LLMs from POC to Production
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About | Ivan Lee

Ivan Lee graduated with a Computer Science B.S. from Stanford University, then dropped out of his master’s degree to found his first mobile gaming company, Loki Studios. After raising institutional funding and building a profitable game, Loki was acquired by Yahoo.

Lee spent the next 10 years building AI products at Yahoo and Apple and discovered there was a gap in serving the rapid evolution of Natural Language Processing (NLP) technologies. He built Datasaur to focus on democratizing access to NLP and LLMs.

Datasaur has raised $8m in venture funding from top-tier investors such as Initialized Capital, Greg Brockman (President, OpenAI), and Calvin French-Owen (CTO, Segment) and serves companies such as Google, Netflix, Qualtrics, Spotify, the FBI, and more.