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

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©2025 — 2026Computer Vision / React.js / Docker / Edge AI
Key Highlights
★ Sub-second Alert Latency
★ Docker Microservices Architecture
★ Cross-Functional Agile Team Lead
React.jsPythonFastAPIDockerSQLOpenCVPyTorch

Full-stack multimodal intelligence system integrating computer vision anomaly detection, edge telemetry sensors, and real-time automated emergency alerts.

SafeGuard AI
( Architecture & Implementation )
In critical emergency situations, every millisecond counts. SafeGuard AI combines real-time video stream processing with sensor telemetry ingestion over high-speed RESTful API endpoints, feeding structured SQL relational databases and dispatching automated crisis telemetry across containerized cloud environments.
Real-time Telemetry Dashboard
All Projects
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Credits :
M Madhukar (Lead Systems Architect)Edge Telemetry & Multimodal Safety (Domain)

Let’s build from first principles.

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