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Charting New Horizons. Reflecting on SoundSoar and My Journey Through Full Sail's Master's in Computer Science Program

Nov 21, 2024 • 3 min read

Wrapping up my Master’s at Full Sail, I finalized SoundSoar, passed my defense, and gathered feedback to push the project further. I refined models, tightened the paper and presentation, and mapped concrete next steps for features, UX, and AI.

Case Studies & Research

Preparing for the Finish Line: Strengthening SoundSoar’s Trend Prediction for the Final Presentation

Oct 26, 2024 • 3 min read

Pushing SoundSoar toward the finish line: I added five additional models (Logistic Regression, SVM, LDA, Extra Trees, KNN), built a cold-start search to predict songs without history, versioned all model artifacts, and tightened performance and explainability for the final presentation.