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How LLMs Fit Into Real Software Systems

Thursday, 24th March, 2026
12:15 - 12:50PM
This session will explore how modern LLM systems actually work beyond the theory. We’ll walk through the LLM lifecycle, from embeddings and retrieval to orchestration, evaluation, and deployment, and explain how production-grade AI systems are engineered.

Agenda

  • Overview of LLM Lifecycle
  • Explanation of the modern LLM stack
  • AI employability

Takeaways

  • Understanding of system-centric thinking, compared to model-centric
  • Production-ready thinking to implement into next project, ready for interview

Prep

  • Optional: Familiarity with LLM terminology and processes (next token generation, training methods) 

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