Impact Sheet

₹50L+ in downtime losses prevented

Contained multiple production crypto-mining incidents without service interruption. Identified dormant persistence mechanisms, automated remediation, hardened infrastructure using CIS and OWASP controls, and restored services under live traffic.

50-70% regression reduction

Standardized production, staging, and development environments through RBAC, controlled deployments, patch governance, and centralized observability, resulting in measurable improvements in release stability.

Observability Beyond Monitoring

Designed enterprise observability platforms using ELK, Prometheus, Grafana, and Python analytics that progressed from basic monitoring to behavioural analytics, predictive baselines, forensic search, and evidence-driven incident response.

Security & Compliance by Design

Implemented cloud security controls aligned with CIS Benchmarks, OWASP, and K-12 data governance, enabling cyber-insurance readiness while strengthening operational resilience.

Applied Machine Learning for Operations

Developed analytical pipelines using scikit-learn and NeuralProphet to establish behavioural baselines, detect anomalies, distinguish infrastructure failures from application defects, and improve incident prioritization.

Platform Security Architecture

AWS Security & Governance

DevSecOps & Infrastructure Automation

Observability Engineering

Security Operations & Incident Response

Applied Machine Learning

Compliance Engineering

Infrastructure Modernization