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A collection of 2 posts
Edge ML Has a Size Obsession
edge computing

Edge ML Has a Size Obsession

The industry spent three years compressing models when most edge deployments never needed neural networks. The real bottleneck isn't model size—it's deployment orchestration.
15 Dec 2025 8 min read
From Pandas to Upstream Control: The Evolution PyData Needs Next
Data Engineering

From Pandas to Upstream Control: The Evolution PyData Needs Next

The Python data stack gave us Pandas, Dask, and Arrow. But we've created a new crisis: the ingest-it-all-first tax that's drowning us in noise.
08 Nov 2025 5 min read
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