Building digital foundations, resilient cloud ops, and deployment velocity.
Production impact driven by platform engineering & AI.
Agentic AI & AIOps Log Remediation
Built a LangGraph and LangChain RAG pipeline that analyzes incoming error logs, retrieves remediation steps, and prompts for admin command approval.
- Integrates local LLMs (Ollama) and cloud APIs (Gemini/OpenAI) for hybrid processing.
- Implements safe Human-in-the-Loop notifications to approve CLI actions prior to execution.
- Reduces SRE reaction times by automatically parsing diagnostic logs against operational wikis.
Cloud Platforms & Security
Solely engineered autonomic cloud admin lifecycles managing 1,000+ access requests. Configured multi-datacenter mappings post-AWS migration.
- Automated app access provisioning, password resets, and user deletions.
- Configured multi-zone cloud configurations to support resilient service distribution.
- Restructured IAM authorization and CVC code-routing setups.
Orchestration & Deployments
Orchestrated zero-downtime Blue-Green deployment strategies using Ansible and Jenkins. Built secure dockerized REST APIs for system checks.
- Configured blue-green code routing scripts via Ansible for high-availability deployments.
- Managed multi-environment CD pipelines with GitLab CI/CD and GitHub Actions.
- Built dockerized diagnostics API containers to avoid direct SSH access for basic checks.
High-Speed Job Automation
Refactored sequential orchestrations to parallel execution with SaltStack APIs. Designed diagnostic scripts to cut Google Sheets audits.
- Re-architected sequential legacy scripts into multi-threaded parallel execution wrappers.
- Wrapped SaltStack tasks in authenticated Rundeck endpoints for secure self-service triggers.
- Created QScan Python diagnostics pipeline to fetch platform metrics and auto-update sheets.
Operations History
6.5+ years of operations history scaling deployments and managing cloud operations infrastructure.
Tech Lead - CloudOps
Tech Lead for cloud operations and SRE automation frameworks. Designing automated user provisioning, OS access lifecycles, and dockerized diagnostic APIs. Leading advanced integration of LangGraph and LangChain agents for autonomic, RAG-driven log file remediation.
Automation Developer
Solely maintained core automation services managing 1,000+ access requests. Refactored server scripts from sequential execution to parallel SaltStack orchestration, cutting Rundeck runtimes from 40 hours to 10 minutes across 5,000+ servers. Created the Python QScan audit pipeline, shrinking reporting time from 9 hours to 1 hour.
DevOps Engineer
Adobe Global Platinum Partner. Engineered Jenkins and GitLab CI pipelines to automate code deployments. Built custom Ansible playbooks to orchestrate zero-downtime Blue-Green deployment strategies across multi-zone server environments.