SPONSORPATH - 500 WORD OVERVIEW

THE PRODUCT

AI-powered job application automation that turns 20 hours of form-filling into 20 minutes of actual work. Apply to 100 jobs while you sleep. Stop wasting weekends on applications. Get back to building.

What it does:

Automatically fills out entire job applications (every field, custom questions, resume upload)
Finds only jobs you're actually qualified for (AI analyzes requirements vs. your experience)
Generates pixel-perfect LaTeX resumes customized for each role
Shows network connections at companies (alumni, former colleagues)
Provides real interview prep (questions from Glassdoor/Blind, salary data from H1B filings)

THE PROBLEM

CS students spend 20+ hours weekly on job applications. That's time they could spend building side projects, contributing to open source, or actually living their life. Instead they're copy-pasting the same info 100 times and writing "Why do you want to work here?" for companies they've never heard of.

The brutal truth: Your application gets 6 seconds of attention. You spent 30 minutes on it. The math doesn't math.

HOW IT WORKS

Job Collection: Bright Data scrapes 1000+ jobs daily from LinkedIn and career pages. Claude API analyzes descriptions to determine seniority level and requirements. Data flows to ChromaDB (vector embeddings), Elasticsearch (full-text search), and Supabase (structured storage).

Smart Matching: Semantic search via ChromaDB understands "React" matches "frontend frameworks" and "distributed systems" matches "scalable architecture." Elasticsearch filters by location, company, seniority. Claude ranks jobs by fit.

Application Automation: MCP browser automation opens forms, fills standard fields from your profile, reads custom questions, uses Claude to generate answers from your actual experience, uploads LaTeX-generated resume, submits. Takes 30 seconds per application.

Resume Generation: Reads your complete CV from Supabase storage, Claude restructures to highlight relevant experience, generates LaTeX code following strict formatting rules (AIM pattern bullets, one-page, professional), LaTeX.Online compiles to pixel-perfect PDF.

Bonus Feature: For international students, we verify H1B sponsorship using government filing data, filtering out companies that waste their time.

THE TECH STACK

Sim.ai: Agent orchestration, workflow scheduling
Bright Data: Web scraping (1000+ jobs daily, no blocks)
ChromaDB: Vector embeddings for semantic similarity
Elasticsearch: Full-text search, complex filtering
Supabase: PostgreSQL + file storage for CVs
Claude API: Job analysis, eligibility verification, content generation
LaTeX + LaTeX.Online: Professional PDF resumes
MCP: Browser automation for application submission
Next.js 15: Frontend with Framer Motion animations

WHY WE WIN

Elastic ($3K): Semantic search agents using Elasticsearch, natural language job queries, vector similarity matching

Bright Data ($2K): Scraping 1000+ jobs daily across LinkedIn, Glassdoor, career pages without getting blocked

Claude ($5K): Powers job analysis, eligibility verification, resume generation, application answers - core to entire platform

Interaction Company: End-to-end MCP automation that actually submits applications across different ATS systems

THE PITCH

"Job applications are designed to waste your time. 50 hours per 100 applications. That's a week of your life copying and pasting.

We built an AI that applies while you sleep. 50 applications in 40 minutes. 98% time savings.

Stop wasting weekends on forms. Get back to building. Because the best way to get hired isn't applying to 100 jobs—it's building something so good they come to you.

But while you're building that, let us handle the applications."

SponsorPath. Time to build, not fill out forms.