net0pyr

Resolve incidents across systems and services, automate infrastructure provisioning, deploy services across environments — from systemd units to Kubernetes; build observability that enables rapid incident response. CI/CD & Automation • Designed and shipped 10+ GitLab CI/CD pipelines automating internal team workflows; cut routine task and incident-resolution time from 60 → 5 min • Authored reusable GitLab CI/CD components for Ansible adopted across 20+ projects; reduced new-service bootstrap time by 50% • Built MLOps GitLab pipeline (validate → train → evaluate → register) integrating MLflow, DVC, Great Expectations, and Evidently; configured GitLab Runner with Docker executor and GPU support for ML training Infrastructure as Code • Wrote 10+ Ansible roles covering core platform services; cut new-server configuration effort by 80% and related incident MTTR by 50% • Automated VM image builds with HCP Packer across multiple vCenters; reduced provisioning time from 2 hours → 10 min • Implemented VMware ↔ NetBox synchronization (netbox-ssot) for 4000+ objects; powers dynamic Ansible inventory and IPAM source-of-truth Observability & Reliability • Built Prometheus + Grafana monitoring covering 600+ servers with 20+ custom metrics and dashboards (USE / RED methodology); cut incident detection time 20 → 10 min • Built an extensible Ansible collection for delivering Prometheus exporters; cut exporter setup time for new services by 5x • Authored a Go module for OpenSearch that accelerated bulk log export by 10x • Deployed Falco for runtime container security and Alertmanager with Telegram routing for on-call escalation