Full‑stack developer Alex Torres launched a new portfolio that moves beyond a static web page into an intelligent agent that actively pitches him to recruiters. By turning his résumé into an AI‑First Cloud Application, he shows how web interfaces can now perform tasks, not just display data. The prototype runs on Google Cloud, hinting at a future of agentic experiences.

At its core, the site embeds Gemini 3 Pro Preview via the @google/generative‑ai SDK, enabling a “Recruiter Match” feature that analyzes pasted job descriptions and returns a tailored fit report. A real‑time Instant Cover Letter Generator compiles a persuasive PDF with jsPDF, while Docker‑based Cloud Run delivers the React app with Nginx and gzip compression.

By automating the cover‑letter workflow, Torres turns a passive résumé into a productivity tool, proving that generative AI can solve real hiring problems. The Safe Mode Nginx configuration ensures reliable routing on Cloud Run, a common hurdle for React apps. Future iterations may integrate vector search or multi‑model pipelines to deepen recruiter insights.