Secure Cloud Automation Platform

Categories: Infrastructure, Automation Tech Stack: Terraform, AWS, Python, GitHub Actions, Vault

Designed and implemented a comprehensive infrastructure-as-code platform that automates cloud resource provisioning across 25+ AWS accounts while maintaining enterprise-grade security:

• Automated Compliance: Built real-time compliance checking against 150+ security rules (SOC2, PCI-DSS)
• Self-Service Portal: Internal web application allowing 200+ developers to provision resources in minutes
• Secret Management: HashiCorp Vault integration for automatic credential rotation
• Cost Intelligence: ML-powered cost optimization saving $2.3M annually through rightsizing recommendations

Impact: Reduced infrastructure provisioning time by 85% (from 2 weeks to 2 hours), achieved 99.9% compliance rate, and decreased infrastructure costs by 40%.

GitHub Repository → | Architecture Deep Dive →

AI-Powered Threat Detection System

Categories: Security, AI & ML Tech Stack: Python, TensorFlow, Elasticsearch, Kubernetes, Prometheus

Built an intelligent security monitoring system that processes 5TB+ of daily security telemetry to detect sophisticated threats:

• Machine Learning Models: Custom CNN and LSTM models trained on 3 years of security incident data
• Real-Time Processing: Stream processing 100K+ events per second with sub-second detection
• Threat Intelligence Integration: Automated enrichment with 20+ threat intelligence feeds
• Automated Response: SOAR integration that can automatically remediate 80% of detected threats

Impact: Detected 40% more security incidents with 75% fewer false positives, reduced mean time to detection (MTTD) from 4 hours to 15 minutes.

Live Dashboard → | Research Paper →

Enterprise Kubernetes Multi-Cluster Platform

Categories: Infrastructure, Automation Tech Stack: Go, Kubernetes, React, GraphQL, ArgoCD

Developed a unified management platform for operating 45+ Kubernetes clusters across AWS, Azure, and GCP:

• Single Pane of Glass: Centralized dashboard managing 5000+ nodes and 15000+ containers
• Automated GitOps: Full CI/CD pipeline with ArgoCD and 99.97% deployment success rate
• Cost Optimization: Automated resource rightsizing saving $1.2M annually
• Zero-Downtime Updates: Blue-green deployments with automated rollback capabilities

Impact: Reduced cluster management overhead by 60%, improved deployment frequency from weekly to daily, and achieved 99.99% infrastructure uptime.

Platform Documentation → | Live Demo →

Continuous Compliance Automation Framework

Categories: Security, Automation Tech Stack: Python, AWS Lambda, PostgreSQL, Vue.js, Apache Airflow

Built an enterprise-grade compliance automation system supporting 8 regulatory frameworks across 3 regions:

• Multi-Framework Support: SOC2 Type II, ISO27001, GDPR, HIPAA, PCI-DSS, NIST CSF, CIS Controls
• Automated Evidence Collection: 500+ automated checks with 24/7 continuous monitoring
• Executive Reporting: Real-time dashboards for C-suite with monthly compliance scorecards
• Remediation Integration: Jira ServiceNow integration with automated ticket creation and escalation

Impact: Reduced audit preparation time from 6 weeks to 48 hours, achieved 98% compliance score, and eliminated $500K+ in audit consulting fees.

Complete Case Study → | Technical Architecture →

AI-Driven Incident Response Platform

Categories: Security, AI & ML Tech Stack: Python, Kafka, Kubernetes, Slack API, OpenAI GPT-4, Elasticsearch

Developed an intelligent incident response system that automates 80% of security incident handling:

• AI-Powered Analysis: GPT-4 integration for automated incident triage and root cause analysis
• Automated Playbooks: 150+ predefined response playbooks accessible via natural language commands
• Real-time Collaboration: Slack integration with automated incident rooms and role-based access
• Knowledge Graph: Automatically builds incident knowledge base from resolved cases

Impact: Reduced mean time to resolution (MTTR) from 8 hours to 45 minutes, eliminated 90% of manual investigation time, and improved incident response SLA compliance from 60% to 98%.

Platform Demo → | AI Security Research →

Open Source Contributions

terraform-aws-secure-baseline

A comprehensive Terraform module for implementing AWS security best practices.

• ⭐ 250+ GitHub stars
• Used by 50+ organizations
• View Repository →

python-security-toolkit

Collection of Python scripts and tools for security automation and testing.

• Regular updates with latest security patterns
• Extensive documentation and examples
• Explore Tools →

Technical Writing & Documentation

Beyond code, I believe in sharing knowledge through comprehensive documentation:

• Infrastructure Patterns: Best practices for cloud architecture
• Security Automation: Guides on automating security workflows
• AI/ML Operations: Practical applications of AI in IT operations