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Ivan Connections

Connecting Vision to Reality: Your AI Ally in App Innovation.

Our First Project

Our First Project

Our First Project: Healtify Music

At Ivan Connections, we’re diving into the world of AI-driven mobile app creation, basically turning concepts into code. Our PC’s, armed with a lot of questions and programming challenges, are giving birth to innovative mobile applications. Discover our first project, Healtify Music — a proof to the magic of AI in app innovation.

About Healtify Music

Healtify Music isn’t your typical music app; it’s a game-changer, designed to boost your emotional well-being with the help of AI. Currently in the beta stage, this app lets users rate songs based on their sadness score, offering real-time insights about your emotions.

Advanced algorithms interpret the inside values of the audio like tempo, pitch, and instrumentation, crafting a unique sadness score for each song.

Key Features:

  • Real-time sadness rating for songs
  • Advanced algorithms analyzing audio features
  • Seamless integration with music platforms
  • Personalized recommendations based on mood
  • Goal setting and progress tracking for emotional well-being

Challenges and Ingenuity

While we were developing Healtify Music threw we had some unexpected challenges, reminding us that robots don’t always get human quirks. Spacing too high, contrast too low — these are the concerns that preoccupy humans, not machines. After we added the lyrics in the machine learning training data, the accuracy was about 88-89%.

Crafted using MAUI (Xamarin’s cool sibling) and ML.NET for the song part, chosen because, well, C# rules. Our design team, a one-person powerhouse, nailed the UI — because let’s face it, that’s what users notice first in an application.

What’s Next?

Healtify Music was a project with multiple challenges, victories, and tons of learning. The next project is on the horizon, but we never stop the AI training. We’re on a mission to make our AI the superhero coder of our dreams.

If you have any questions or would like to explore AI-driven app development with us, feel free to contact us or if you want, you can subscribe below.


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