Selected engineering / 3D studies
Follow a model through its layers. Follow a query through video. Two project stories you can pause, orbit and take apart.
01 / Python tooling
From input channels to a four-value output: explore the shapes recorded by the released profiling SDK, then inspect every layer in 3D.
Recorded Agnitra 0.2.4 CPU fixture. Geometry and timing are illustrative; the film shows no activation values or optimization comparison.
02 / Retrieval R&D
Frames, speech and on-screen text take different paths into search. Open the architecture, separate its stages and follow a query to a timestamped match.
An authored example of the public architecture. The still is generated; transcript, timestamps and match are illustrative. No recorded retrieval result is shown.
Vehicle Lab · CAD, decisions and simulation ↗SectionCheck · Pixels to a review ↗
