Dev S Kumar developed a security-focused notebook scanning solution for the Red-Hat-AI-Innovation-Team/sdg_hub repository, targeting automated vulnerability detection in Jupyter Notebooks. Leveraging Python scripting and Snyk integration, Dev implemented dependency and code vulnerability checks that generate actionable remediation reports. The solution improved reliability across platforms by refining Python path resolution, notebook discovery, and PATH handling. By scanning only git-tracked notebooks and honoring .gitignore, Dev reduced false positives and noise, while robust error handling ensured script stability. This work accelerated security feedback for developers, reduced risk in notebook-driven workflows, and established a scalable approach to notebook security using bash and security analysis.