Inspiration Career Pulse AI was inspired by the real challenges I and many others face in Sierra Leone: accessing career guidance, CV improvement, and locally relevant business ideas is difficult. Most AI tools are designed for developed economies and do not consider local job markets, limited capital, or infrastructure constraints.

What it does Career Pulse AI provides: Personalized career and learning roadmaps CV and interview improvement for professionals transitioning to new fields Practical, low-capital business ideas suitable for local markets Structured, actionable advice using steps and bullet points

How I built it The app was built with: Google AI Studio using Gemini 3 (Flash Preview) Custom system instructions to make Gemini act as a “Community Career Advisor” Carefully designed example prompts for instant testing Chrome browser interface for easy user access OBS Studio to record the demo video Google Maps API grounding for Sierra Leone locations Prompt engineering ensures outputs are structured, actionable, and context-aware.

Challenges Ensuring outputs were locally grounded and practical Designing instructions that consistently generate step-by-step, clear responses Learning to publish and share the AI Studio app publicly Recording a concise demo video

Accomplishments Published a working Gemini 3-powered AI assistant Built a tool providing practical, context-aware guidance Designed example prompts for instant judge interaction Completed a full demo and submission pipeline

What we learned How prompt engineering shapes user experience How to use Gemini 3 system instructions to control tone and structure How to publish and demo an AI Studio app How to translate a local problem into a real-world AI solution

What’s next Add user profiles for more personalized recommendations Integrate local job and training data Add business cost calculators and market validation tools Expand to mentorship matching and interview simulation Deploy as a lightweight web and mobile application

Built With

  • chrome-browser-interface
  • gemini-3-(flash-preview)
  • google-ai-studio
  • google-maps
  • obs-studio-(for-demo-video)
  • prompt-engineering
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