May 3, 2025
Low-Latency Bayesian Inference: Deploying Models with PyTorch and ONNX
Deploying Bayesian models in production often requires balancing predictive accuracy with low-latency inference. A common approach is to use inference data from PyMC and perform pm.sample_posterior_predictive. While effective, this method typically takes seconds, which is unacceptable when latency requirements are in milliseconds. Alte...
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January 29, 2025
The Phenomenon of No-Performers
Over the past few weeks, I’ve been working on a project that involves collaborating with a team I didn’t personally hire. What I experienced was nothing short of cultural shock. It took me a while to even grasp how this was possible. I call it the no-performer phenomenon. So, what is a no-performer? A no-performer is someone who contri...
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January 3, 2025
A short story on the importance of details in a contract. Spanish edition.
Llivia, a small exclave of Spain inside France, exists due to historical treaties and political arrangements dating back to the 17th century. Key Reasons: 1. Treaty of the Pyrenees (1659) • This treaty ended the Franco-Spanish War (1635–1659), and Spain ceded several territories in the northern Catalonia region to France. 2. Treaty of ...
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