Case studies / Selected systems

Applied AI, shown as systems—not feature lists.

Each case study focuses on the problem, technical judgment, production architecture, operational constraints, and lessons that carried into the next system.

Detection engineering / Production ML

Production Phishing Detection Pipeline

A multi-stage machine learning pipeline for detecting phishing domains in DNS traffic using character-level language features, domain metadata, threat intelligence, and an ensemble of classifiers.

Pythonscikit-learnCharacter 3-gram TF-IDFRandom Forest
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The recruiter overview connects these projects to target roles, production experience, cybersecurity depth, and the wider technical stack.