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Insights on AI/ML engineering, deep learning systems, and production deployment

ResolverLab: High-Performance DNS Benchmarking Tool

Building a production-grade DNS benchmarking suite for evaluating 50+ filtered DNS providers across block accuracy, latency, cache behavior, and multi-protocol support (UDP, TCP, DoH, DoT). Learn about async Python architecture, automated blocklists, and comprehensive performance metrics.

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Reinforcement Learning for Antenna Design: A Deep Dive

Exploring how uncertainty-aware RL agents can optimize electromagnetic structures, reducing simulation costs by 65% through hybrid surrogate modeling approaches. Learn about combining Soft Actor-Critic with LightGBM and MLP models for efficient antenna geometry optimization.

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