~/talks

Jacob Tomlinson

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titleconferencedate
Documenting your open source projects for machinesPyData London 20262026-06-05
Claims that LLM-driven agents read and prefer machine-friendly docs, with concrete steps and tools: publish markdown in wheels, LLMs.ext sitemap pages, use…
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GPU Accelerated Python w: CUDAPyData London 20252025-06-06
Claims practical demos: a transparent pandas plugin that dispatches to cuDF and a scikit‑learn plugin, hands‑on use of Numba CUDA kernels and CuPy within the…
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GPU development with Python 101PyData Global 20242024-12-03
Claim: Python can run real CUDA without C++; tools used are numba CUDA kernels and cuDF/pandas plugin on NVIDIA’s DLI/Jupyter environment. Concrete results: a…
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The art of wrangling your GPU Python environmentsPyData Global 20242024-12-03
Benchmarks claim pandas work that takes ~59 seconds drops to 742 milliseconds on the GPU, and the talk shows a concrete utility called RAPIDS Doctor that runs…
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GPU development in Python 101PyData London 20242024-06-14
Claims: Python can write GPU code no C++ required and run it on Colab T4s. Tools actually used: Numba kernels, cuPy, cuDF (the cuDF pandas plugin), Dask with…
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Accelerating fuzzy document deduplication to improve LLM training w/ RAPIDS & DaskPyData Global 20232023-12-06
NVIDIA NeMo Data Curator uses RAPIDS and Dask to scale fuzzy deduplication of terabytes of text by bucketing with MinHash, expanding pairs into a Dask…
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When to rebuild things that already existPyCon UK 20232023-09-22
A new library called crates implements a kubectl‑style, frictionless Python client to replace a patchwork of autogenerated Kubernetes clients, async wrappers…
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Testing and Validating Container Images with Container CanaryContainerCon @ Open Source Summit Europe 20222022-09-13
Container Canary is an open source tool (NVIDIA GitHub) that records platform requirements as a YAML manifest and programmatically checks images against them…
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