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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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