KML Consulting
KML Consulting
The frontier of AI engineering. This 6-week sprint teaches you how to orchestrate GPT-4 alongside open-source models (Llama 3), build robust Retrieval-Augmented Generation (RAG) systems, and create autonomous AI agents.
Architect an Autonomous Legal Agent using LangGraph that reads contracts, flags liabilities against a vector database of company policies, and drafts safe counter-proposals.
An intense, week-by-week breakdown designed for deep technical mastery.
Moving beyond chat interfaces to programmatic prompt design.
Build an automated prompt-evaluation suite.
The core engine of enterprise AI memory.
Implement a hybrid (BM25 + Semantic) search engine over corporate docs.
Fixing hallucination in Retrieval-Augmented Generation.
Build a RAG bot that can accurately cite sources from financial PDFs.
Giving LLMs access to APIs, databases, and calculators.
Create an autonomous research agent that scrapes the web and compiles a report without human intervention.
Adapting Llama 3 or Mistral to your specific enterprise tone and tasks.
Fine-tune a 8B parameter model to generate specialized SQL queries.
Dr. Wei contributed to early instruct-tuning methodologies. He now consults Fortune 500s on integrating open-weights models securely.
Secure your position in our next 6-week elite cohort. Limited slots available.
Commit to Mastery