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ca7ai/README.md

Calistus Christian

LinkedIn n8n



👤 About

Leading security teams in high-stakes environments, specializing in cloud security and AI governance. Focus on protecting critical systems while enabling innovation at scale.

Built automation frameworks, red teaming engines, and threat intelligence systems from the ground up. Deep expertise in adversarial AI, LLM security, and serverless security architectures.

Scaled teams, implemented enterprise security controls, and led incident response at scale. Track record of building high-performing security organizations that balance risk management with business velocity.

Sharing security tools and frameworks publicly to elevate industry security posture. Believe in transparent security practices and community-driven defense.


🔒 Featured Projects

AI Red Teaming & Vulnerability Detection

Serverless red teaming engine for AWS Bedrock - scans Llama 3, Claude 3, custom models

Python AWS

Autonomous multi-model red teaming - attacker agents vs victim LLMs

Python

Threat Intelligence & Detection

LLM-specific honeypot exploiting token limits - dual Trap & Radar components

Python

Automated threat intelligence for Mirage ecosystem - S3 ingestion, daily/monthly feeds

Python AWS

Security Intelligence Tools

VirusTotal CLI integration for threat analysis workflows

Go

Shodan CLI for exposed asset discovery and monitoring

Go


🤖 Core Competencies

☁️ Cloud Security

  • AWS and multi-cloud environments
  • Infrastructure security and compliance
  • Serverless security architectures

🛡️ AI/LLM Security

  • Model red teaming and adversarial testing
  • Prompt injection defense
  • AI governance frameworks

🔧 Automation & Tools

  • Python for security automation
  • Serverless architectures (Lambda, Step Functions)
  • n8n workflow orchestration

👥 Leadership

  • Team scaling and talent development
  • Incident management and response
  • Security strategy and risk management


Popular repositories Loading

  1. LLM-Vulnerability-Scanner LLM-Vulnerability-Scanner Public

    Serverless Automated Red Teaming Engine for AWS Bedrock. Scans Llama 3, Claude 3, and custom fine-tuned models for vulnerabilities without provisioned infrastructure.

    Python 2

  2. RedTeam-Agent RedTeam-Agent Public

    An autonomous, multi-model Red Teaming engine that pits high-intelligence "Attacker" agents against "Victim" models to discover safety vulnerabilities.

    Python 1

  3. talos-identity-anchor talos-identity-anchor Public

    Talos-Identity-Anchor is a lightweight utility designed to help OpenClaw agents checkpoint their core identity and memory files, ensuring continuity across session resets.

    Shell 1

  4. Mirage-HoneyPot Mirage-HoneyPot Public

    Agent-aware deception engine. Mirage shifts the cost of attack onto LLM-driven scrapers by exploiting token budgets and context limits. Dual-component: Trap & Radar.

    Python 1 1

  5. ImageWarden ImageWarden Public

    A multimodal AI security pipeline for detecting visual prompt injections.

    Python

  6. openclaw-audit openclaw-audit Public

    A lightweight security configuration scanner and hardening tool for OpenClaw AI agents. Designed for red teaming and securing agentic workflows.

    Python