Live App Data Science + ML

Shiok Scout

Algorithmically find undervalued restaurants in Singapore using residual analysis. Uses ML to predict expected ratings, then surfaces places that outperform their context—true hidden gems that traditional lists miss.

Streamlit scikit-learn Gemini API PyDeck
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