Contained multiple crypto-mining infections across production servers without service interruption.
Isolated dormant scripts and linked cron jobs that reactivated malware, developed cleanup automation, and restored affected systems under live traffic.
Applied OWASP and CIS hardening, introduced firewall controls, and blocked recurring IP ranges.
Result: approximately ₹50L+ in potential downtime losses avoided and post-incident audits validated continued system stability.

Standardized production, staging, and test environments to eliminate inconsistent deployments.
Implemented role-based access controls, patch management, and a clear separation of duties.
Integrated ELK observability for early defect detection and proactive monitoring.
Result: regression frequency reduced by 40–60% within a quarter and the environment passed cyber-insurance compliance review.

Directed AWS infrastructure and security operations through several organizational transitions.
Implemented a Wazuh + TheHive SIEM integrated with QuickSight analytics to improve incident visibility.
Aligned systems with ISO 27001:2022 and CFR Part 11, coordinating response efforts under HIPAA and K-12 data governance constraints.
Result: sustained audit readiness, zero critical outages, and consistent compliance performance across a decade.

Extensive cross-platform infrastructure experience covering Linux, Windows, and AWS ecosystems.
Designed secure network subnets, CI/CD pipelines, and compliance-ready estates integrating CIS, OWASP, and ISO frameworks.
Proficient in Golang, Python, Bash, and PowerShell for automation and diagnostics.
Focus: combining security, infrastructure, and machine learning to enable resilient cloud operations.