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Florian Krause

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Rethinking composable E-Commerce Frontendscode.talks 20232023-09-14
Argues for a Post‑SPA e‑commerce frontend that renders HTML on the server with a tiny JSX runtime (nanoweb), serves via Fastify/Node, and wires partial updates…
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Why you don’t need a Single Page Appcode.talks 20222022-09-15
Argues that full SPAs aren’t necessary by showing a Node.js server-rendered frontend (using tag-template literals and AsyncLocalStorage) that outputs HTML in…
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Using Recurrent Neuronal Networks for Customer Predictionscode.talks 20192019-10-24
RNNs (LSTM/GRU-style cells) are trained on 2.4M sessions spanning 180 days to predict whether a session converts, using embeddings plus time-between-events as…
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Creating recommender systems with Spark, Scala and Prediction.Iocode.talks 20172017-09-28
Concrete recipe: build recommenders with Spark Scala Prediction.IO, compute product similarity with cosine similarity (example result 0.981 = 98% similar), and…
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