Dashboard
Tracker
Offer Analyzer
War Room
Interviews
JD Analyzer

JobLens — AI-Powered Job Search Intelligence Platform

The Problem

Job searching is chaotic. Candidates juggle 10–20 applications in spreadsheets with no visibility into patterns, no AI guidance, and no way to strategically compare offers. There's no tool built for the serious job seeker that combines tracking, AI analysis, and offer intelligence in one place.

Who It's For

Active job seekers — especially tech professionals — running a structured, multi-company search who want data-driven clarity at every stage.

What It Does

JobLens is a full-stack AI-powered job search OS with six integrated features:

Kanban Tracker — Drag-and-drop pipeline with customizable columns, fit score badges per card, auto-archive for rejections after 15 days, and salary/location tracking
JD Analyzer — Paste any job description to get required vs. nice-to-have skill chips, red flags, seniority signals, and a personalized AI fit score (0–100%) matched against your profile
War Room — Side-by-side comparison of up to 3 competing offers with 4-year total comp calculation and an AI negotiation playbook powered by Amazon Nova Pro
Interview Logger — Log every round, add questions asked, get AI model answers + ratings (1–10) per question, and receive an AI confidence score per round
Dashboard — Live metrics: application funnel with drop-off %, response rate, health score, weekly velocity chart, stale follow-up nudges, and rejection pattern analysis
Offer Analyzer — Paste an offer letter; AI explains every clause in plain English with risk ratings (green/yellow/red) and redline suggestions

AWS Database: Amazon Aurora PostgreSQL (RDS Serverless v2)

Aurora PostgreSQL (RDS Serverless v2) is the primary database powering all of JobLens — storing applications, kanban columns, interview rounds and questions, offer letters, JD extractions with fit scores, follow-ups, and user profiles across 11 tables.

Why Aurora Serverless v2:

Scales from 0.5 to 4 ACUs automatically — perfect for variable hackathon traffic
PostgreSQL compatibility with Drizzle ORM + postgres.js over SSL
Zero-maintenance with built-in failover and point-in-time recovery
Cost-efficient pay-per-use model with no idle charges

Other AWS Services

AWS Bedrock (amazon.nova-pro-v1:0) — All AI features: fit scoring, outreach generation, offer recommendations, rejection analysis, follow-up drafts, confidence scoring
AWS Cognito — OAuth2/OIDC auth with JWT sessions via NextAuth v4

Stack

Layer	Technology
Frontend	Next.js 16 App Router, React, Tailwind CSS, shadcn/ui
Backend	Next.js API Routes (Node.js serverless)
Database	Amazon Aurora PostgreSQL (RDS Serverless v2)
ORM	Drizzle ORM + postgres.js
AI	AWS Bedrock — Amazon Nova Pro (`amazon.nova-pro-v1:0`)
Auth	AWS Cognito + NextAuth v4
Deployment	Vercel