AI nutrition assistant · bot and Mini App

ProPORTION 2.0

A food diary with AI advice, inside Telegram.

A nutrition assistant with a Telegram Mini App that feels native. Meals are logged in a chat, macros land on a clear gauge, and AI recommendations explain what to change tomorrow.

Platforms
Telegram bot, Telegram Mini App
Live product
@proPORTION_bot
ProPORTION 2.0 Mini App: calorie gauge, macros and AI recommendations
faster food logging
×3

The challenge

A calorie counter only works if logging a meal takes seconds. Searching a food database, weighing and typing grams is exactly where most people give up.

What we built

We built a Telegram bot and a Mini App around one food diary. A meal can be logged by text, voice or a photo: the AI recognises the food and returns calories and macros, while a barcode scanner and a food database cover packaged products. Every evening the assistant analyses the day and gives recommendations, and the subscription is paid right in the app.

Inside the product

  • Calorie gauge

    Calories left for the day with protein, fat and carbs, meal by meal.

  • Text, voice or photo

    The AI turns a sentence, a voice note or a photo of the plate into products with calories and macros.

  • Barcode scanner

    Packaged food straight from the camera, backed by a food database search.

  • Neuro-recommendations

    An analysis of the day on request and automatically every evening, in the user's time zone.

  • Diary and favourites

    A calendar of days, favourite dishes and allergens.

  • Subscriptions

    Paid plans with auto-renewal, and a subscription can be given as a gift.

What we did

  • Bot and Mini App
  • AI recommendations
  • Subscriptions

Stack

  • Python
  • aiogram
  • FastAPI
  • SQLAlchemy
  • PostgreSQL
  • Redis
  • OpenAI
  • CloudPayments
Next project FlexGram SaaS · support-bot builder in Telegram

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