In brief
ChefBot is a cooking assistant built on GPT. It helps people make meals from sparse fridge or pantry inputs. I designed the retrieval, the prompt logic and the multi-step tool flows, and iterated the experience using usage patterns and user feedback. I did not train the underlying language model; the work is orchestration and product design on top of it.
Status
Pending verification
Live link and usage figures pending verification. On 15 September 2026 the public GPT page was not reachable when logged out, so no link and no conversation or rating figures are published here.
Placeholder
One or two conversation examples and a verified rating screenshot, to be supplied by Michal.
The full case study, covering the problem, my contribution, the technical decisions, the evidence, the limitations and what I learned, follows.