Working applications built on real public datasets — not mockups. Each one runs a full model pipeline behind a REST API you can inspect.
Daily revenue forecasting on 540K real e-commerce transactions. 43 engineered features — lags, rolling statistics, and business metrics — feeding a model that reaches R² 0.956 on held-out data.
Rate a handful of films and get personalized recommendations from three different engines — item-item collaborative filtering, SVD matrix factorization, and a weighted hybrid of the two.
Search 20,000 real job postings with three ranking algorithms side by side. Faceted filters, automatic skills extraction, similar-job discovery, and live market analytics.
Translate between 55 languages with an open-weights model served from our own infrastructure. Auto-detects the source language and reports its own latency and throughput on every request.
These demos use public datasets. The same pipelines run on yours.
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