Job Flow

The Concept

Job Flow is a modern, AI-powered mobile application designed to alleviate the stress of job hunting. It allows users to track their job applications across multiple platforms, manage interview schedules, and optimize their application materials using artificial intelligence.

Core Features

• Application Tracking: A centralized dashboard to move job applications through various stages (Applied, Interviewing, Offered, Rejected) with an intuitive drag-and-drop or status-update interface.
• AI Cover Letter Generation: Integrated with a Large Language Model (LLM) API, the app generates tailored, context-aware cover letters based on the user's saved resume and the specific job description they are applying for.
• ATS Resume Scoring: The AI engine analyzes the user's resume against a job description and provides an ATS (Applicant Tracking System) compatibility score, highlighting missing keywords and suggesting improvements.

Technical Implementation

The application is built entirely within the React Native / Expo ecosystem, leveraging TypeScript for strict type safety and TailwindCSS (NativeWind) for rapid UI styling.

// Example: Invoking the AI Engine for ATS Scoring
async function analyzeResumeATS(resumeText: string, jobDescription: string) {
  try {
    const response = await aiClient.generateCompletion({
      prompt: `Analyze this resume against the following job description. 
               Provide an ATS match score from 0-100 and list 3 missing keywords.
               Resume: ${resumeText}
               Job: ${jobDescription}`,
      temperature: 0.2,
    });
    
    return parseATSResponse(response.data);
  } catch (error) {
    console.error("AI Analysis failed:", error);
    throw new Error("Unable to analyze resume at this time.");
  }
}

Design & UI

To ensure a smooth user experience, I used TailwindCSS to create a highly responsive, modern interface. The app features glassmorphism elements, a dark mode toggle, and highly accessible typography to make reading long job descriptions and cover letters comfortable on mobile devices.