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Case Study
AI Career Path MVP
An AI-powered upskilling platform that creates custom learning paths for mid-career professionals.
Client: EdTech Innovation Labs
Summary
The AI Career Path MVP targets the upskilling gap for career transitions into AI.
What We Built
Semantic Resume Parser for transferable skills.
Dynamic Learning Path generator.
Integration with Coursera, Udemy, and Google Search APIs.
Progress tracking dashboard with gamified milestones.
Delivery Timeline
Day 1-4: The Skill Map
Established AI role taxonomy.
Day 5-9: Orchestration
Built the LangChain logic.
Day 10-14: UI & Launch
Finalized dashboard and launched beta.
Architecture
frontend
React with Shadcn UI.
backend
Node.js with LangChain.
auth
Firebase Auth.
data
PostgreSQL.
ai
Claude 3.5 Sonnet for pedagogical reasoning.
Security
rbac
Privacy-first design.
secrets
Google Cloud Secrets.
testing
Automated regression tests.
monitoring
Winston logging.
Deliverables
Frontend & Backend source codeAI Prompt Engineering handbookFirebase configuration90-day maintenance plan
FAQ
Frequently Asked Questions
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