Observed arrival · 2026-08-26
Anany’s Field Notes on Models, Products, and Machines
Anany’s portfolio documents experiments in on-device inference, model interpretability, evaluation, agriculture software, clinic booking, drones, and small paid products.
Field notes
The work index records experiments as questions rather than generic skills: one benchmark compares Q4, Q5, and Q8 model builds on an iPhone while tracking quality drift, latency, and thermal throttling. Another trains nanoGPT from scratch and uses TransformerLens plus ablation to investigate copying circuits. The portfolio also documents BHUMI, a low-bandwidth crop-advisory concept for smallholder farmers, and a dental booking flow shaped around walk-ins, double-bookings, and interruptions at the front desk.
Observed signals
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Editorial observations of this landing page, not a rating.
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