Technical report on deep supervision, recursive Transformers, and adaptive inference over large-scale process-chain telemetry.
Cybersecurity, systems engineering, and product analytics — profile of Magzhan Amandykov.
Retention x erasure reconciliation for security telemetry. Finds where security retention floors and privacy erasure obligations collide field by field, decides whether deletion is technically achievable, and emits machine-readable deletion metadata. Offline, deterministic, no dependencies beyond React.
Wazuh security monitoring implementation covering platform deployment, Windows and Linux endpoint onboarding, Sysmon integration, centralized telemetry collection, and endpoint security visibility.
Wazuh security monitoring implementation covering Windows and Linux telemetry analysis, SOC dashboard development, authentication monitoring, File Integrity Monitoring, and custom detection engineering.
Enterprise EDR (Endpoint Detection & Response) dashboard — React + TypeScript with real-time WebSocket telemetry and Recharts visualization.
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