Full-Stack•2025

ScoutHire

Multi-agent AI system that discovers job opportunities and generates personalized hiring insights by analyzing user profiles.

PROBLEM

Job seekers spend hours manually browsing job boards and filtering irrelevant roles.

APPROACH

Designed a multi-agent system that automates job discovery and recommendation.

ARCHITECTURE

User Input
      │
     ▼
Profile Analyzer Agent
      │
     ▼
Job Scraper Agent
      │
     ▼
Candidate Matcher Agent
      │
     ▼
Report Generator
      │
     ▼
User Dashboard

TECHNICAL DECISIONS

CrewAI

Orchestrates complex multi-agent collaboration.

‣Handles role separation
‣Manages agent task flow

FastAPI

Async performance engine for AI inference calls.

‣Low latency
‣High throughput

Pydantic

Enforces structured data integrity.

‣JSON schema validation
‣Type safety

OUTCOME

Demonstrates practical multi-agent orchestration and explainable AI recommendations.

STACK

Frontend

Next.js

TypeScript

Tailwind CSS

Backend

Python

FastAPI

AI/Intelligence

CrewAI

Google Gemini

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