AI-powered cybersecurity solutions
Insights and knowledge
Learn more about AUM Labs
Schedule a consultation or explore our open source projects.
Cybersecurity in a Box
AI Security Architecture Program. Your complete AI integration blueprint
On-premise hardware with local LLMs and AI security agents
AI provider selection and local LLM deployment
Framework for adapting to AI-era vulnerabilities
Testing, hardening, and governance
Security solutions for your sector
HIPAA compliance, patient data protection, medical IoT security
PCI-DSS, SOX compliance, transaction security
OT/ICS security, supply chain protection
Cloud security, DevSecOps, application security
NIST, FedRAMP, CMMC compliance
Connected vehicle, CAN bus, and OTA update security
Satellite systems, avionics, ground station security
Power grids, oil and gas, SCADA/ICS, NERC CIP
5G infrastructure, core networks, subscriber data
Student data, research IP, campus network security
Clinical trial data, drug formulations, FDA compliance
Fleet management, port systems, supply chain security
PCI compliance, customer data, web app security
Tenant isolation, firmware security, GPU infrastructure
Security platforms
Tools and MCP servers
Bug bounty recon pipeline
AI-powered security knowledge graph
Browser-based security testing
Cloud security auditing
GitHub security analysis
CVE vulnerability intelligence
Open source intelligence server
AI Engineering Lead
Sophia leads the AI engineering team, specializing in deploying and fine-tuning LLMs for security applications. She designs the agent architectures that power our AI security clusters.
Before AUM Labs, Sophia built ML pipelines at a major cloud provider and led an NLP research team focused on automated threat intelligence extraction. She holds a PhD in Computer Science with a focus on adversarial machine learning.
Sophia is passionate about making AI accessible and secure - ensuring that the systems we build are themselves resilient to attack.
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