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Each piece below frames an applied AI or visual computing problem the way we frame engagements: feasibility first, decisions made explicit, trade-offs shown rather than hidden.
19/05/2025
Real-time AI streaming demands sub-second inference, careful feature parity, and back-pressure. Here is how the stack and the failure modes line up.
3/02/2025
How AI sharpens 3D scanning, modelling, and projection across architecture, aviation, healthcare, logistics, and 3D printing.
14/10/2024
How AI APIs slot into real applications — what they actually do, where they fit, the trade-offs, and how to integrate them without painting yourself into…
29/04/2024
How the Internet of Medical Things connects devices, edge computing, and AI to reshape remote monitoring, chronic care, and clinical training.
1/02/2023
Most GPU-naïve companies treat GPUs like CPUs with more cores and wider SIMD lanes — and that mental model is exactly what causes adoption to fail.
30/01/2023
A walkthrough for building a browser chess game with a TensorFlow-trained AI opponent — board rendering, move validation, and inference plumbing.