Selected engagements

Production systems, in context

A selection of engagements showing how we turn complex operational challenges into secure AI, automation, and software systems.

MKU Support Hub: RAG Powered AI Chat & Knowledge Management Platform
Featured workAI Agents & Automations

MKU Support Hub: RAG Powered AI Chat & Knowledge Management Platform

A full stack, RAG powered student support platform featuring guardrailed AI chat, session scoped document analysis, and a secure admin verification, audit, and knowledge rollback dashboard.

reactnextjsfastapipostgres+4 more
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SecureOps AI Autonomous Security Orchestration Platform
AI Agents & Automations

SecureOps AI Autonomous Security Orchestration Platform

SecureOps AI is a production ready multi agent security orchestration platform that automates repository and container scans, triages findings via agent workflows, enforces policy decisions with OPA, and produces SARIF reports and actionable alerts.

pythonfastapiopenai agents sdkpytest+3 more
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Kalyzer - Advanced Security Assessment Tool
Cyber Security

Kalyzer - Advanced Security Assessment Tool

Introducing Kalyzer Advanced Security Assessment Tool 15 second comprehensive system analysis 27+ credential types with risk assessment Privilege escalation vector detection Network topology & service enumeration Professional reports with risk prioritization

PythonLinux
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TEAM RED AI
Cyber Security

TEAM RED AI

๐Ÿš€ Excited to announce the launch of TEAM RED AI v1.0 an open-source AI powered Red Team Operations Terminal! ๐—ง๐—ต๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฏ๐—น๐—ฒ๐—บ: As someone passionate about cybersecurity, I've faced a frustrating reality: mainstream AI platforms have strict guardrails that block legitimate security research questions. Asking about reconnaissance techniques, exploitation methodology, or privilege escalation often results in "I can't assist with that." This creates a significant barrier for: โ€ข Security professionals needing quick methodology guidance โ€ข Newcomers trying to learn ethical hacking โ€ข CTF players and HackTheBox enthusiasts who get stuck ๐—ง๐—ต๐—ฒ ๐—ฆ๐—ผ๐—น๐˜‚๐˜๐—ถ๐—ผ๐—ป: TEAM-RED-AI is a specialized multi-agent AI system designed specifically for penetration testing guidance. It features: ๐Ÿ” ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜ - Network enumeration and reconnaissance methodology ๐Ÿ’ฅ ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ถ๐˜ ๐—”๐—ด๐—ฒ๐—ป๐˜ - Vulnerability analysis and exploitation guidance โฌ†๏ธ ๐—ฃ๐—ฟ๐—ถ๐˜ƒ๐—˜๐˜€๐—ฐ ๐—”๐—ด๐—ฒ๐—ป๐˜ - Windows/Linux privilege escalation paths ๐Ÿ‘๏ธ ๐—ฉ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€ - Paste screenshots for instant analysis ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐˜๐—ฎ๐—ฐ๐—ธ: Next.js 16 | FastAPI | OpenAI Agents SDK | React 19 This is v1.0 - built to help the security community learn and grow. More features coming soon. โš ๏ธ Important: This tool provides guidance only. Always obtain proper authorization before any security testing. #Cybersecurity #PenetrationTesting #EthicalHacking #OpenSource #AI #InfoSec #RedTeam #MachineLearning #Security #TechForGood

PythonOpenaiOpenAI Agents SDKsqlite+3 more
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Reddit Opportunity Hunter Public
AI Agents & Automations

Reddit Opportunity Hunter Public

Built an AI-powered Reddit opportunity detector that automatically finds potential clients and business leads. Uses dual AI agents to scan subreddits every 4 hours, classify posts for relevance, then evaluate business opportunity potential. Eliminates 6 hours of manual browsing weekly while delivering 10-50 qualified opportunities. Two-stage classification ensures quality over quantity and gives you a 4+ hour head start over competitors.

n8nreddit
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Customer Support Agent
AI Agents & Automations

Customer Support Agent

๐Ÿš€ Built an intelligent Customer Support Agent with enterprise-grade security! Key Features: ๐Ÿค– Multi-agent architecture with specialized AI assistants ๐Ÿ›ก๏ธ Advanced security guardrails and threat protection ๐Ÿง  Real-time lead scoring and customer intelligence ๐Ÿ“Š Session management with persistent memory #AI #CustomerSupport #Cybersecurity #OpenAI #Innovation

PythonOpenaiOpenAI Agents SDK
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Verified AI News System
AI Agents & Automations

Verified AI News System

Built an AI news automation system that filters content and generates platform-specific posts for LinkedIn & Twitter. Problem: Most AI news isn't relevant to developers. Manual curation takes hours daily. Solution: Automated workflow using n8n + Claude AI that monitors TechCrunch RSS, filters articles (APPROVE/REJECT), and generates optimized posts with security-focused perspective. Results: 70%+ content filtered, 9.8/10 post quality, 2+ hours saved daily. #AIAutomation #WorkflowAutomation

n8nRss
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Security audited ยท production ready

Ready to put a hardened AI system into production?

Audit your current architecture or scope the next custom build with a senior engineer.