RUTHRAN RAGHAVAN
Case Study|Education / Career Development

AI Roadmap — Career Path Navigator

An interactive, quiz-driven tool that maps AI professionals onto a personalized career roadmap.

The Problem

Understanding the business challenge.

The AI job market spans wildly different tracks — research, engineering, agentic systems, non-technical roles — with no clear map between them.

Career advice for AI roles is scattered across blog posts and job listings rather than structured guidance.

Professionals struggle to identify which skills transfer between AI career paths and which need to be built from scratch.

The Solution

Our AI-powered approach.

An interactive, quiz-driven roadmap tool that maps 6 distinct AI career paths, recommending a personalized track and breaking each one into phased skill milestones.

Personalized Path Quiz

An interactive assessment recommends one of 6 AI career tracks based on user responses.

6 Defined Career Paths

Traditional ML, GenAI Scientist, GenAI Engineer, Agentic AI, Vibe Coder, and Non-Technical Professional tracks.

Phased Skill Roadmaps

Each path breaks down into stepped phases with skill cards, resource links, and a progress stepper.

Zoneless Reactive UI

Built on Angular Signals and zoneless change detection for a fast, modern interface.

Multi-Language Toggle

Built-in language switching for broader accessibility.

Technical Architecture

Enterprise-grade technology stack.

Frontend
Angular 21 with standalone components and Signals-based zoneless change detection
Backend
Static client-side app — no backend service
Vector Database
Not applicable — static content-driven roadmap, no retrieval system
Models
Not applicable — rule-based quiz logic, no LLM integration
Retrieval
N/A

Security & Compliance

Privacy-first implementation.

  • Fully static deployment with no user data collection or backend attack surface
  • Served over Cloudflare Pages with edge-level DDoS protection

Implementation Workflow

Structured deployment process.

1

Path Definition

Structured 6 AI career tracks into phased skill milestones and resources.

2

Quiz Logic

Built a recommendation quiz mapping responses to the best-fit career path.

3

Interactive UI

Implemented roadmap views with skill cards, phase badges, and a progress stepper.

4

Edge Deployment

Shipped as a static Angular build to Cloudflare Pages for fast global delivery.

Business Impact

Measurable outcomes.

Gives AI job-seekers a structured map instead of scattered advice
Helps professionals identify transferable skills before committing to a new AI specialization
Static delivery keeps the tool accessible with near-instant load times globally

Target Industries

Versatile application across sectors.

Education
Career Development
Technology

Experience it live

Try Live Demo