Maintained service
Calorio - AI Nutrition Service
A maintained Telegram service that helps people keep a food diary with meal photos, voice messages and text.

Overview
Calorio is an AI nutrition assistant associated with YourFit. I built and maintain its multimodal meal-logging workflows, nutrition summaries, diary and goal tracking. The engineering work spans image and speech interpretation, structured food records, Telegram delivery, deployment and ongoing technical support. A beta Mini App provides a companion diary and profile interface.
What It Covers
- Log meals through photos, voice messages or text in Telegram
- Turn recognition results into food-diary entries and nutrition summaries
- Track nutrition goals through the bot and companion diary interface
- Maintain deployment, service reliability and technical support
Stack And Topics
- Python
- FastAPI
- Telegram Bot API
- Vision-language models
- Speech-to-text
- SQLite
- Telegram Mini Apps