Carl is a seasoned software developer with nearly a decade of experience, boasting a rich background in the education and online learning industry, where his expertise in developing recommendation engines, digitization, content management platforms, and predictive analysis solutions has made significant impacts. At Osedea, Carl excels as a technical lead and AI specialist, with a specialized focus on LLM, RAG architectures and agents.
English session - Intermediate
In this session, we will explore the process of building single-purpose micro-agents and orchestrating them to form a versatile super agent. This approach leverages the strengths of each micro-agent, which possess their own planning, reflection, and self-critique capabilities, to collectively tackle complex tasks.
English session - Intermediate
Learn about advanced techniques in retrieval-augmented generation (RAG) going beyond simple vector databases. LLMs need guidance! My session will cover the spectrum from chunking and vectorization to sophisticated query transformations and the integration of agents, highlighting the role of prompt engineering and fine-tuning in optimizing RAG pipelines.