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Romeo Kienzler

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TerraKit: Standardising AI-Ready Geospatial Data...PyTorch Conference Europe 20262026-04-07
An open‑source Python library called TerraKit automates retrieval, processing, alignment and spatial train/val splitting of EO raster/vector labels into…
Lightning on
Privacy by Design Machine LearningPyData Fest Amsterdam 20202020-06-15
Demonstrates a working pipeline that moves training to devices using federated learning, runs update aggregation in Python notebooks with an open‑source…
Talk on
Trusted AI – Building Reproducible, Unbiased and...PyData Warsaw 20192019-12-12
Presents concrete methods and working Python code for reproducible, auditable machine learning by capturing experiment provenance and dataset lineage, using…
Talk in German on
OpenTech AI for Everyone: How to Train, Deploy and Scale DeepLearning...Codemotion Rome 20182018-04-13
Shows an open-source deep learning stack built on OpenPower clusters and GPUs, with InfiniBand links supporting 600 GB/s so memory access scales across nodes…
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Applied AI: Classify Art Using Deep LearningCodemotion Rome 20182018-04-13
Shows how to build and train convolutional neural networks to classify artwork using Keras on top of TensorFlow, without requiring detailed linear algebra…
Talk in German on
JVM based DeepLearing on IoT data with Apache SparkJazoon Zurich Autumn 20172017-10-26
Shows a runnable pipeline that trains an LSTM autoencoder on IoT sensor streams using DeepLearning4J on Apache Spark, running distributed on CPU/GPU clusters…
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