Thursday, July 10, 2025

Creating and Discarding an AI-Powered WhatsApp Food Tracker

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Unlocking the Power of AI: My Journey with CalorIA

In April 2025, I embarked on an exhilarating project—CalorIA, a WhatsApp-based food assistant that revolutionizes calorie tracking through photos, voice notes, and text. Here’s how I did it:

  • Business Insight: WhatsApp’s 93% market penetration in Brazil means fewer hurdles for user engagement.
  • Tech Stack: I leveraged Python, MongoDB, and OpenAI’s models to analyze user inputs effectively.
  • Unique Features: Contextually aware AI processes inputs in various formats, providing estimates improved by user feedback.

This journey provided invaluable lessons:

  • Building is straightforward; creating user habits is the real challenge.
  • Compliance with Meta’s ecosystem is a double-edged sword—my number got banned unexpectedly.

Despite setbacks, CalorIA was fulfilling. I’m now redirecting my focus and exploring new avenues.

Curious about AI-driven projects? Let’s connect! Share your thoughts or experiences below!

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