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MoodSense AI – From Model to Real Product

I recently built a small AI project called MoodSense AI.

Updated
1 min read
MoodSense AI – From Model to Real Product
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Hey! I'm Aman Kumar, a passionate full-stack developer and open-source enthusiast from Uttar Pradesh, turning ideas into clean, creative, and secure code. 🚀

Instead of stopping at training a model, I focused on turning it into a usable product.

It takes a simple text input and:

  • detects mood (happy, sad, anxious, etc.)

  • shows confidence and probability distribution

  • gives basic recommendations based on mood

I also deployed it so it can actually be used, not just run locally.

Live Demo: https://huggingface.co/spaces/aman179102/moodsense-ai

GitHub: https://github.com/aman179102/moodsense-ai

What I learned

  • Building the model is the easy part

  • Making it usable (UI + API + deployment) is where the real work is

  • End-to-end projects teach way more than isolated code

Still improving it. Feedback is welcome.