Interactive Workshop

Understanding Large Language Models

A two-day hands-on workshop — from ML fundamentals to building RAG pipelines

01

Foundations

  • Evolution of AI & NLP
  • Neural networks & backpropagation
  • Tokens, embeddings, attention
  • Transformer architecture
  • LLM training pipeline
  • Prompting playground

Enter Day 1 →
02

Building with LLMs

  • Advanced prompting strategies
  • Chain of Thought reasoning
  • Role prompting & character chat
  • Tool / function calling
  • RAG pipeline (live visualizer)
  • RAG architectures

Enter Day 2 →

Rikhil Nellimarla · February 2026