AI-Driven Automation

Internal Tooling, Code Generation, LLM-based Log Summarization, Prompt Engineering

I use AI/LLMs to optimize DevOps workflows, reduce manual effort, and boost engineering productivity. My experience includes integrating LLM-based agents into log analysis, error classification, CI optimization, code intelligence, and operational automation.

I design internal tools that reduce cycle time, simplify debugging, and accelerate onboarding for developers and engineers.

Key Capabilities:

• AI-driven automation for CI/CD & DevOps workflows

• LLM-based log summarization, error detection, anomaly classification

• YAML/code generation for Kubernetes, Terraform, GitLab pipelines

• Custom prompt engineering for internal developer tools

• Integrating AI agents into cloud workflows and dashboards

• Documentation generation and developer experience optimization