AI Security Engineer and Cloud Security Architect with 7+ years in enterprise cybersecurity — spanning XDR deployment, Zero Trust architecture, CNAPP governance, and AI platform engineering.
I design and build production AI-powered cybersecurity platforms at $0 cloud cost using local LLMs, edge computing, and agentic AI orchestration. Five production platforms shipped. Zero vendor lock-in.
| Role | AI Security Engineer · Cloud Security Architect |
| Certifications | CISM · OCI Multicloud Architect · OCI Gen AI Professional · OCI AI Foundations · AZ-900 · Cisco Ethical Hacker · Cisco Cybersecurity Analyst · Cisco Network Defense · Cisco Endpoint Security · CWHH · C-WAST |
| Education | M.Sc. Cyber Forensics & Information Security |
| Specialisation | XDR · CNAPP · Zero Trust · CTEM · AI Red Teaming · DevSecOps · GRC Automation |
| Frameworks | NIST CSF 2.0 · ISO 27001:2022 · MITRE ATT&CK · CIS v8 · OWASP · NESA · GDPR · NIS2 · DORA |
| Capability | Impact | Details |
|---|---|---|
| AI Security Platforms | $200K+/yr saved | Built autonomous pentest platform replacing commercial VAPT — Dockerized, hardened, governance-ready |
| XDR Deployment | 45% faster MTTD | Unified endpoint, network, email, and cloud telemetry with automated correlation |
| SOAR Automation | 50% less triage | Playbook-driven response with MITRE ATT&CK mapping |
| Cloud Security (CNAPP) | 30% fewer CVEs | Multi-cloud posture management with custom compliance queries mapped to CIS v8 |
| Zero Trust Architecture | 50% fewer breaches | Conditional Access + PAM + ZTNA across hybrid infrastructure |
| DevSecOps | 70% less drift | Shift-Left security embedded in CI/CD pipelines |
| Attack Surface Management | 60% more visibility | Discovered 320+ shadow IT assets across enterprise environments |
| ISO 27001 Certification | Zero non-conformities | Led full certification cycle — policy authoring through external audit |
| Best Performer | FY 2022-2023 | Recognised for exceptional contributions to cybersecurity excellence and innovation |
| Phishing Response | 40% faster SLA | AI-powered email security analytics and automated SOAR incident response |
| Alert Noise Reduction | 35% less noise | Intelligent XDR detection rule tuning improving SOC analyst productivity |
| Attack Surface Reduction | 20% reduced | Comprehensive VAPT identifying and remediating OWASP Top 10 vulnerabilities |
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Edge-deployed AI pentest platform — production Docker deployment with full security hardening
┌──────────────────────────────────────────────────────────────────────────┐
│ MISSION AI-orchestrated autonomous pentesting + governance reporting │
├──────────────────────────────────────────────────────────────────────────┤
│ AI Core Local llama.cpp (Qwen2.5-3B GGUF) + OpenAI analysis │
│ Hardware NVIDIA Jetson Orin Nano 8GB — fully air-gapped, edge-native │
│ Deploy Docker Compose — non-root container, hardened, single cmd │
│ Tools Katana · Nikto · Nuclei · SQLMap · Nmap — AI-orchestrated │
│ Backend Python FastAPI · Uvicorn · SQLite · CPU/RAM-aware dispatch │
│ Frontend Vanilla HTML/CSS/JS · admin controls · bulk CSV/TXT import │
│ Reports Executive · Technical · Compliance (ISO 27001 · SOC 2 · │
│ NIST CSF · OWASP · CIS · UAE-IA · NESA) │
│ Security Login rate limiting · nmap script whitelist · XSS hardened │
│ Step-up auth (all users) · CSP · CORS · audit trail export │
│ Non-root container · cap_drop ALL · read-only filesystem │
│ Auto-generated admin password · no hardcoded credentials │
├──────────────────────────────────────────────────────────────────────────┤
│ IMPACT 100% offline-capable · governance-ready · zero vendor cost │
└──────────────────────────────────────────────────────────────────────────┘
Local-first C-Suite intelligence platform — $0 cloud LLM cost
┌──────────────────────────────────────────────────────────────────────────┐
│ MISSION AI-powered executive cyber intelligence + SOC operations │
├──────────────────────────────────────────────────────────────────────────┤
│ AI Core Ollama local LLM (llama3.2:1b) + grounded prompt pipeline │
│ Agents Hybrid agentic orchestration — context/draft/finalize/ │
│ policy/verification with optional LangChain composition │
│ Frontend React 18 + GeoPulse Atlas (Leaflet) + KPI snapshots + │
│ 30-day AI intel chat + Spline 3D splash UX │
│ Backend Python Flask · SQLAlchemy · PostgreSQL · Redis │
│ Workflow Admin curation → AI draft → Telegram edit → publish │
│ Integr. MCP fetch proxy · n8n automation · Docker Compose · Nginx │
├──────────────────────────────────────────────────────────────────────────┤
│ IMPACT $0 cloud cost · privacy-preserving · daily C-suite briefings│
└──────────────────────────────────────────────────────────────────────────┘
Multi-agent GRC automation platform — RAG-powered compliance governance
┌──────────────────────────────────────────────────────────────────────────┐
│ MISSION Automated IT policy generation, review, and compliance │
│ governance for enterprise organisations │
├──────────────────────────────────────────────────────────────────────────┤
│ AI Core Ollama local LLM + ChromaDB RAG (vector similarity search) │
│ Agents 3 specialised agents — ARIA Expert · Policy Writer · │
│ Compliance Auditor (LangChain multi-agent orchestration) │
│ Backend Python FastAPI · Uvicorn · ChromaDB · LangChain │
│ Frontend React 18 + real-time streaming chat + policy editor │
│ Coverage UAE NESA · ISO 27001:2022 · UAE PDPL · NIST CSF 2.0 · │
│ CIS v8 · GDPR · NIS2 · DORA · OWASP │
│ Output Policy drafts · compliance scorecards · gap analysis │
├──────────────────────────────────────────────────────────────────────────┤
│ IMPACT Automated GRC governance · audit-ready output · $0 cost │
└──────────────────────────────────────────────────────────────────────────┘
Autonomous multi-platform job application system — 14 platforms, 10 auto-apply plugins, dual browser engines
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| MISSION Autonomous job discovery, AI matching, and application |
+--------------------------------------------------------------------------+
| AI Core Ollama (primary) + Anthropic Claude (fallback) + spaCy NLP |
| Matching spaCy NLP + scikit-learn skill matching (0-100 scoring) |
| Q and A 3-tier: Deterministic then Template then LLM |
| Scrapers 14 platforms: LinkedIn, SEEK, JobsDB, Indeed, Bayt, |
| NaukriGulf, Glassdoor, Greenhouse, Lever, Dice, |
| Monster, Google Jobs, JapanDev |
| Apply 10 auto-apply plugins with Playwright + Selenium CDP |
| Stealth Anti-detection: fingerprint rotation, human simulation, |
| 80-250ms typing, 8-25 min random delays between applies |
| Frontend React 18 + Vite + TypeScript + Tailwind dashboard |
| Backend FastAPI + SQLAlchemy + APScheduler + Streamlit monitoring |
| Control Telegram bot: /status /applied /pause /resume /help |
| Security AES-256 encrypted credentials, per-platform session mgmt |
| Testing 8 pytest suites: DB, matcher, Q and A, cover letter, e2e |
| Regions 6: Australia, Singapore, Canada, GCC, US, Japan |
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| IMPACT 42K LOC, zero cloud cost, regional cover letter generation |
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Cybersecurity Platforms
AI / LLM / Agentic AI
Cloud Security
Development & Infrastructure
Compliance & Governance
| Certification | Issuer | Year | |
|---|---|---|---|
| ⭐ | CISM — Certified Information Security Manager | ISACA | 2026 |
| ☁️ | OCI Generative AI Professional | Oracle | 2025 |
| ☁️ | OCI Multicloud Architect Professional | Oracle | 2025 |
| 🤖 | OCI AI Foundations Associate | Oracle | 2025 |
| ☁️ | OCI Foundations Associate | Oracle | 2025 |
| 🪟 | AZ-900 — Azure Fundamentals | Microsoft | 2024 |
| 🔓 | CWHH — Certified White Hat Hacker (L1 & L2) | — | 2023 |
| 🔓 | C-WAST — Certified Web Application Security Tester | — | 2023 |
| 📋 | ISMS Trained Auditor — ISO/IEC 27001:2022 | — | 2022 |
| 🌐 | CCNA — Cisco Certified Network Associate | Cisco | 2021 |
"The best security system is one that is invisible, intelligent, and costs nothing to run. AI is the key that makes all three possible — simultaneously."