Original Concept · 2018
Voice-first, step-by-step recipe guidance
Initial Concept
I developed the original CoolnCook concept in 2018 as a hands-free kitchen
assistant designed to guide users through recipes step by step using voice.
The goal was to simplify the cooking experience through an intuitive
conversational interface.

Conversational Experience
I designed the conversational logic, intents, entities and dialogue flows
required to navigate recipe selection, ingredient confirmation and
step-by-step cooking instructions.

Recipe Content Management
A custom WordPress backend was created to structure and manage recipes,
ingredients and cooking instructions independently from the conversational
interface.

System Architecture
A Python and Flask API connected the conversational layer with the recipe
database, allowing recipe content to be retrieved dynamically rather than
embedded directly into the assistant.

Interaction Flow
The complete interaction was mapped as a conversational journey covering
recipe discovery, ingredient confirmation, cooking instructions and
alternative paths.

Technologies Used
Google Assistant / Dialogflow · Python · Flask · WordPress ·
Conversational UX · Voice Interface Design