northlander→research
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0 → 1 : Rapid Development
Dataset Collection: Real + Synthetic
Data Labeling/Annotation/Filtering
Model Pre-training
Software, Firmware, Hardware Design
1 → (n-1): Minimum Viable Product
User research & model tuning
Cloud deployment: models, algorithms, backend
Hardware industrial design & prototyping
RF, Acoustics design & tuning
(n-1) → n : ████ it, Ship it.
Cloud compute scaling
Dev/ops & ML/ops
Design for Manufacture
Certification & Compliance
Mass production