Secure On-Device AI & ML
Production-Ready AI Model Protection
A reusable defense-in-depth security architecture that protects machine learning models throughout their lifecycle. Built for production deployments, it combines cryptographic protection, secure execution, runtime monitoring, access control, and secure updates into a single reusable platform.
Highlights
- AI Model Encryption & Signing
- Memory-Only Model Execution
- Runtime Protection
- eBPF Monitoring
- Secure OTA Updates
- Defense-in-Depth Security
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BPFense
AI-Powered Runtime Security Platform
BPFense combines kernel-level eBPF telemetry with machine learning to detect behavioral anomalies, runtime compromise, and previously unseen threats in real time. Designed for enterprise infrastructure, Kubernetes workloads, cloud-native environments, and intelligent edge devices.
Highlights
- eBPF Kernel Telemetry
- AI-Powered Threat Detection
- Behavioral Analytics
- Runtime Security
- Zero-Day Threat Detection
- Kubernetes & Edge Ready
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Staylytics AI
Production Machine Learning Platform
A production AI forecasting platform built using custom TensorFlow models and deployed on a scalable serverless AWS architecture, demonstrating our experience building secure, production-grade AI systems — live at www.demandstay.com.
Highlights
- Custom TensorFlow Models
- Serverless AWS Deployment
- Automated ML Pipeline
- Production Monitoring
- Secure Cloud Architecture
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Lumi
Secure Enterprise AI Assistant
Lumi is our AI assistant running on this website and powered by the same AI security architecture used by RiskLumen Core Engine. Every interaction is protected through prompt injection defense, secrets detection, PII redaction, request validation, response validation, and comprehensive audit logging.
Highlights
- AI Agent Security
- Prompt Injection Protection
- Secrets Detection
- PII Protection
- Secure AI Gateway
- Runtime Validation
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Cloud Infrastructure
Secure & Scalable AI Infrastructure
Our cloud platform demonstrates how modern AI applications can be deployed using serverless architecture, infrastructure automation, and security-first engineering while maintaining high availability and operational efficiency.
Highlights
- AWS Serverless Architecture
- Infrastructure as Code
- CI/CD Automation
- Security by Design
- Cost-Optimized Deployment
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