AI-assisted development
Influencer Marketing SaaS
Leverage AI-assisted development tools and modern engineering practices to build high-quality software efficiently.
What this bullet means
The employer wants AI used as a responsible engineering helper, with human review, tests, security awareness, and clear documentation.
Sample app idea
AI Campaign Brief Helper that drafts a creator campaign summary from structured inputs while saving prompt history, review status, and final approved text.
Main build outline
- Create a form for brand goal, audience, creator category, tone, and campaign constraints.
- Generate a draft campaign brief from structured fields, then require human approval before it is marked final.
- Store prompt inputs, draft output, reviewer notes, and approval status.
- Keep API keys out of source control by documenting user secrets or environment variables only.
- Document AI limitations, review steps, and test cases.
Portfolio proof
- Screenshot of AI draft, reviewer notes, and final approval status.
- README section explaining responsible AI use and limitations.
- Secret-safety note showing keys belong in user secrets or environment variables.
Minimal documentation
- README with the business problem, screenshots, setup notes, and technology stack.
- One requirements note that maps the job bullet to the sample feature.
- One test plan note with happy path, validation, and edge case checks.
- One honest portfolio note that says this is self-directed practice, not employer work.
Modern .NET stack
- Blazor Server or ASP.NET Core Razor Pages.
- C# services with validation and dependency injection.
- SQL Server locally, then SmarterASP SQL Server or Azure SQL.
- Optional Azure App Service, GitHub Actions, Docker, and AI helper feature.