At NOKIA, I developed Python scripts and Bash utilities to automate builds and deployment workflows, and debugged CI/CD build failures.
I managed Docker containerization and Kubernetes deployments using kubectl and Helm, and created or updated Helm charts and jobs. I also implemented and executed unit tests and lab validation procedures to improve release quality.
At SCALE.AI, I stress-tested AI-generated code in several programming languages and identified, documented, and corrected bugs and inefficiencies. My background includes the 42 Curriculum, Arts, and languages.

