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Threat Assessment

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Insights, tutorials, and industry perspectives on AI/ML, embedded systems, and cutting-edge software development.

2/20/2026
Rajesh Vaidheeswarran

Edge AI Inference for Bandwidth-Constrained Clinical Environments

Deploying Kannoli AI — diabetic retinopathy detection — without cloud dependency in low-connectivity clinical camps. Architecture, quantization choices, and lessons learned.

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1/15/2026
Rajesh Vaidheeswarran

Building Post-Quantum-Ready SaaS on Cloudflare Workers

CRYSTALS-Kyber and Dilithium are now NIST standards. Here is a practical migration architecture for multi-tenant SaaS platforms deployed on Cloudflare's edge network.

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PRECISIONSOFT

Elite Digital Sovereignty engineering for organizations where cryptographic integrity and zero-failure tolerance are non-negotiable.

NORTHBOROUGH, MA · GLOBAL DELIVERY
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  • Edge AI & Silicon Systems
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  • Mission-Critical Automation
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