Kehinde Ogunlowo – Architecture Diagram

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01 Impact Metrics

MTTD Improvement

70%

Provisioning Reduction

40%

Manual Review Cut

10TB+

Daily Telemetry

75%

Container Vuln Reduction

85%

Unauth Access Reduction

500+

Autonomous AI Agents

99.99%

Uptime SLA

02 AI Agent & LLM Platform Layer

Conversational & Copilot

Amazon Q Business Amazon Lex Amazon Connect AI M365 Copilot Azure AI Bot Service Azure OpenAI Service Gemini Workspace Dialogflow CX CCAI

Autonomous Task Agents

Bedrock Agents Step Functions LLM Lambda Event Agents Bedrock Knowledge Bases Azure AI Agent Service Logic Apps LLM Durable Functions Azure AI Foundry Vertex AI Agent Builder Cloud Workflows LLM

Developer & DevOps Agents

Amazon Q Developer Amazon CodeGuru CodePipeline AI GitHub Copilot Azure DevOps AI IaC Advisory Agents Gemini Code Assist Cloud Build AI Cloud Deploy

AI Orchestration Frameworks

LangChain LangGraph LangFlow LangSmith Chains & LCEL Multi-Agent Graphs LangGraph Persistence LLM Tracing & Observability LLM Evaluation & Testing Visual Flow Builder AutoGen CrewAI RAG Architecture Prompt Versioning Prompt Guardrails Hugging Face TensorFlow PyTorch SageMaker MLOps

03 Industry Verticals & Domain AI

Healthcare & Clinical AI

FHIR R4 HealthLake Dragon Copilot (Nuance DAX) SNOMED CT LOINC ICD-10 CDS Hooks DICOM / PACS

Defense & Government

AWS GovCloud Azure Government Assured Workloads MITRE ATT&CK CMMC Compliance IoT Telemetry AI

Finance & Tax

Tax Automation AI Claims Processing AI Dynamics 365 Copilot FinOps AI Azure FinOps Copilot PCI-DSS

Energy & Industrial

ICS / OT Detection Predictive Maintenance AI Field Service AI TensorFlow / PyTorch IoT Fleet 1,000+ Assets Prometheus Monitoring

04 Featured Open Source Project · Citadel SaaS Factory

Universal Full-Stack SaaS Production Framework · github.com/kogunlowo123

500+

Autonomous Agents

SaaS Domains

Model Providers

IDE Surfaces

Software Cost

Cross-IDE Agent Surfaces

Claude Code Cursor GitHub Copilot OpenAI Codex Google Jules LangChain AutoGen CrewAI

Reference Stack

FastAPI Next.js K3s ArgoCD Kubernetes Docker GitHub Actions PostgreSQL

Engineering Principles

Never-Stop Auto-Remediation CYCLE_INTERVAL=0 Multi-Agent Verification MCP-First Tooling Policy-as-Code Guardrails GitOps Delivery Evidence-Based Outputs

05 Multi-Cloud Platform

AWS

AI / ML

Amazon Bedrock SageMaker HealthLake Personalize Comprehend Medical

Security & Detection

GuardDuty LLM Security Hub Macie AWS Config IAM Policy AI AWS WAF

Data & Analytics

QuickSight Q OpenSearch Serverless Redshift S3 Knowledge Base

Infrastructure & FinOps

EKS ECS Lambda EventBridge Agents Cost Explorer LLM GovCloud Nitro Enclaves KMS + HSM AWS Shield Security Groups NACLs Transit Gateway Cognito CIAM

AZURE

AI / ML

Azure OpenAI GPT-4 Azure Machine Learning AI Foundry Dragon Copilot (Nuance DAX) Dynamics 365 Copilot Health Data Services

Security & Detection

Sentinel AI Defender for Cloud Defender XDR Entra ID Risk AI CSPM Key Vault

Data & Analytics

Fabric AI Copilots Power BI Copilot Synapse Analytics Azure AI Search OpenAI RAG

Infrastructure & FinOps

AKS Azure Functions Automanage AI FinOps Copilot Azure Policy AI Azure Government Terraform Bicep ARM Templates VPN Gateway VNet Peering NSGs Azure Firewall DDoS Protection Azure AD B2C

GCP

AI / ML

Vertex AI Gemini for Cloud Healthcare NLP Retail Recommendations Vertex AI Pipelines

Security & Detection

SCC AI Chronicle AI BeyondCorp Cloud Armor IAP VPC Service Controls Assured Workloads

Data & Analytics

BigQuery Gemini NLQ Looker AI Vertex AI Search Dataflow Pub/Sub

Infrastructure & FinOps

GKE Autopilot Cloud Run AutoOps Agents Cost Optimize AI Confidential GKE Binary Authorization Cloud KMS + HSM VPC Firewall Cloud Interconnect Cloud IAM DLP API Policy Intelligence

06 Threat-Driven Detection Engineering & Detection-as-Code

Detection Pipeline

Telemetry Ingestion Normalization & Enrichment Threat Intel Correlation SIGMA / YARA / KQL Authoring Detection CI/CD Gate SIEM / SOAR Push MITRE ATT&CK Mapping Lifecycle Management

Detection Rule Languages

SIGMA YARA YARA-L KQL SPL Snort Suricata Chronicle Rules

Coverage Domains

SaaS & Apps Infrastructure & Platform Cloud Services Endpoint / EDR ICS / OT Identity & IAM

MITRE ATT&CK Coverage

TA0001 Initial Access TA0002 Execution TA0003 Persistence TA0004 Priv Escalation TA0005 Defense Evasion TA0006 Credential Access TA0007 Discovery TA0008 Lateral Movement TA0009 Collection TA0010 Exfiltration TA0011 Command & Control TA0040 Impact

07 AI-Powered Security Operations Center

AI-Powered SOC — Real-Time Operations

Input

Alert & Telemetry Ingestion

GuardDuty Events Sentinel Alerts Chronicle Findings Defender XDR SCC Findings Security Hub PHI Exfiltration Signals Insider Threat Signals AWS CloudTrail Azure Info Protection GCP DLP API AWS Shield Azure DDoS Protection Cloud Armor DDoS

Triage

Autonomous LLM Triage & Summarization

LLM Alert Summarization Auto Severity Scoring False Positive Suppression Threat Actor Profiling SOAR Enrichment MTTD Reduction

Response

SOAR Orchestration & Automated Response

Playbook Automation Auto-Remediation Agents Threat Hunting Automation Incident Ticket Creation Evidence Collection Cortex XSOAR

08 Security Data Engineering

Petabyte-Scale Threat Telemetry Pipelines

Ingestion & Streaming

Apache Kafka Pub/Sub EventBridge Azure Event Hub AWS Glue Azure Data Factory Dataflow

Storage & Security Lakes

Chronicle Security Lake BigQuery Security Lake Amazon Security Lake Azure Synapse OpenSearch Elasticsearch PostgreSQL + pgvector

Enrichment & Intelligence

Threat Intel Feeds (STIX) MITRE ATT&CK Mapping IOC Correlation Anomaly Detection NLP Entity Extraction Drift Monitoring Databricks ETL GCP Dataflow Pipelines Azure Data Factory

09 DevSecOps & Platform Engineering

10 Identity, Zero Trust & Encryption

11 Databases & Data Platforms

11A CRM, ERP & Business Platforms

Salesforce Platform

Salesforce API SOQL / SOSL Apex Development Lightning Web Components Platform Events Einstein AI Salesforce Data Cloud REST API Salesforce DX Flow Builder Shield Encryption Integration Patterns

Microsoft Dynamics 365

D365 Sales D365 Customer Service D365 Field Service D365 Finance D365 Supply Chain Power Platform Power Apps Power Automate Customer Insights Dataverse / CDM D365 Copilot

CRM Integration & Tools

HubSpot CRM ServiceNow Zapier Automation MuleSoft Integration Azure Data Factory ETL Informatica Cloud Dell Boomi Bulk Data Migration OAuth 2.0 SSO SCIM Provisioning

12 Compliance & Regulatory Frameworks

Frameworks & Standards

FedRAMP High CMMC Level 2 HIPAA HITRUST CSF SOC 2 Type II PCI-DSS Level 1 NIST 800-53 NIST 800-171 FIPS 140-2 StateRAMP Zero Trust (CISA) NIST SP 800-207 ZTA ISO 27001 GDPR AWS Artifact

13 Professional Certifications

Cloud & Architecture

Google Cloud Professional Security Engineer Google Cloud GCP Professional DevOps Engineer Google Cloud AWS Solutions Architect Professional Amazon Web Services AWS DevOps Engineer Professional Amazon Web Services Azure Security Engineer Associate Microsoft Azure Azure Solutions Architect Expert Microsoft Azure

Security & Detection Engineering

Certified Ethical Hacker CEH v11 EC-Council CompTIA CySA+ CompTIA CompTIA Cloud+ CompTIA Palo Alto PCNSE Palo Alto Networks

Identity & Automation

Microsoft SC-300 Identity Administrator Microsoft HashiCorp Terraform Associate HashiCorp

14 Experience Timeline

Career Progression · 11+ Years

JAN 2024 – PRESENT

CERETAX · Houston, TX

Principal Multi-Cloud Security Architect and AI Engineer

AI-Powered SOC GKE Security FedRAMP High Detection-as-Code CI/CD DevSecOps

FEB 2023 – DEC 2023

CIGNA · Remote

Staff Multi-Cloud Security Architect and Healthcare AI Engineer

FHIR R4 Migration Chronicle SOC GPT-4 Claims AI YARA-L Detection

JAN 2021 – JAN 2023

LOCKHEED MARTIN · Remote / Hybrid

Lead Multi-Cloud Security Architect and AI/ML Platform Engineer

CMMC Level 2 AWS GovCloud YARA / SIGMA APT Confidential Computing

JAN 2020 – DEC 2020

CATALYTE / NANTHEALTH · Remote

Senior Multi-Cloud AI/ML Platform Engineer, Healthcare Solutions

SageMaker Clinical AI HL7 / FHIR ETL Sentinel Detection

OCT 2019 – JAN 2020

MAMMOTH ENERGY SERVICES · Oklahoma City

Cloud Security Architect, AI Solutions Engineer & Detection Engineer

ELK Stack 5TB/Day Multi-Agent AI ICS/OT Detection

AUG 2018 – SEP 2019

BP REFINERY · Texas City

Cloud Security Architect & Threat Detection Engineer

Qualys / Rapid7 CI/CD ML Anomaly Detection Ansible + Kubernetes

MAR 2017 – JUL 2018

PATTERSON UTI · Houston, TX

Senior Cloud Infrastructure Architect and AI/ML Engineer

Azure ML Studio Jenkins CI/CD Apache Kafka

APR 2015 – MAR 2017

SECURITAS USA · Remote

Cloud Automation and Infrastructure Engineer

Ansible Tower Amazon ECR CloudFormation

15 Education and Foundations

Bachelor of Applied Mathematics

Tai Solarin University of Education, Nigeria 2006 – 2010 · Applied Mathematics

Associate Degree in Computer Science

Institute for Industrial Technology 2004 – 2006 · Computer Science

KEHINDE SAMSON OGUNLOWO