Johannes Jolkkonen

Johannes Jolkkonen shares experiences building cutting-edge AI applications, covering topics such as AI agents, LLM analytics, data privacy, and automation workflows. The channel provides insights on improving retrieval in RAG systems, handling complex tasks with LLMs, and building secure AI products without using agent frameworks.

The content includes practical demonstrations like automating reporting and analytics with AI, resume screening in Workable, and cost-saving applications in construction. Johannes Jolkkonen also addresses common pitfalls, such as data leakage in coding agents and the use of graphs in AI applications.