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M MADHUKAR
12.4MS
M’MADHUKAR
INITIALIZING NEURAL RUNTIME
000%
FRAMEWORK:NEXT.JS 15•THREE.JS GL•GRAPH RAG
STREAMING ASSETS
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Cognitone AI

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©2024 — 2025Cybersecurity / LLM Telemetry / PostgreSQL / DSA
Key Highlights
★ 30%+ Threat Detection Speedup
★ Automated Regression Test Suite
★ Relational Vulnerability Graphing
PythonPostgreSQLData Structures & AlgorithmsRESTful APIsLLM Evaluation

Scalable backend telemetry engine utilizing LLM behavioral analysis to detect sophisticated software supply chain vulnerabilities, improving threat identification speed by over 30%.

Cognitone AI
( Architecture & Implementation )
Modern supply chain vulnerabilities exploit subtle code discrepancies that evade traditional static analysis. Cognitone deploys behavioral LLM agents alongside relational PostgreSQL logging schemas to monitor dependencies, track inference telemetry, and identify malicious tampering before deployment.
Cognitone Security Telemetry Visual
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Credits :
M Madhukar (Security & Backend Lead)AI Supply Chain Integrity (Domain)

Let’s build from first principles.

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