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Thoughts on development, design, and everything in between.

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Building MANTAX: An Ethical Facial Recognition System for NGOs
4/10/2026

Building MANTAX: An Ethical Facial Recognition System for NGOs

A technical deep-dive into MANTAX, an ethical facial recognition system designed for NGO use cases with local-only processing, dual-model embeddings, and confidence bands.

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