10/02/2026
Yes! 😄
Lately I’ve been studying viral food videos 🍰🔥—not for the virality itself, but to extract how food actions are actually performed (for example, the step-by-step process of baking and decorating birthday cakes). That knowledge feeds directly into an integrated bakery management and cooking-assistance system I’m building. The goal is for the system to understand cooking actions, not just display content.
As I design these modules, AI is constantly in the loop—helping me reason about action representation, retrieval logic, and how best to structure knowledge for ex*****on. Whether I’m refining RAG behavior, selecting the right Hugging Face models, working with PyTorch, or cleaning up AI-introduced Python quirks, it’s all in service of the system.
AI is a daily instrument for me. As an Applied AI Engineer, a typical day means opening an LLM to reason about my AI APIs, with FastAPI as the backbone for exposing and orchestrating these capabilities in production.
See you around—talking AI, APIs, and building customized models that solve real business and operational problems. 👌
