A Humanitarians AI Initiative

80 Days to Stay

"A wager against time, a race against bureaucracy, and an adventure in data for good."

Like Phileas Fogg's famous 80-day race around the world, we're on a mission against the clock. But instead of circumnavigating the globe, we're building a lifeline for international students and skilled workers facing visa deadlines.

The Problem (By The Numbers)

The employment gap for international students isn't about talent—it's about structural barriers:

The Lottery System

  • Only 25% chance of H-1B lottery selection (2024)
  • F-1 → OPT → STEM OPT → H-1B pipeline maze
  • $100K H-1B fees proposed
  • OPT restrictions looming

The Employment Gap

  • 44.6% of international students employed
  • 62.1% of domestic students employed
  • Apply to 2x as many jobs (45 vs 22)
  • Receive 30% fewer offers

This isn't a skills gap—it's an information gap. International students are MORE engaged with career services. The difference? Employer ignorance and automated filtering.

Why Startups Don't Sponsor (Even Though They Should)

Funded startups desperately need talent. They have the money. But they don't hire international students because of misconceptions:

1. Misconceptions About Cost & Complexity

✓ Reality:
  • OPT requires NO employer sponsorship
  • F-1/OPT saves ~7.65% in payroll taxes
  • 1-3 years before H-1B needed
✗ Perception:
  • "Immigration is expensive"
  • "Too legally risky"
  • ATS auto-rejects visa candidates

2. No In-House Immigration Knowledge

Big tech has dedicated immigration counsel. Startups don't. Unfamiliarity breeds fear: "What if we make a mistake?"

3. Perceived Risk vs Reality

Worry: "We'll train them, then lose them in the lottery." Reality: 1-3 years of work authorization BEFORE any lottery.

4. Path Dependence

Employers who have hired international students do it again. Those who never have, stay that way. Only ~25-33% of US employers even consider international candidates.

The Result: All international talent funnels to the same 100 companies with established immigration pipelines, while thousands of funded startups that NEED talent sit on the sidelines due to misconceptions.

Our Solution: Follow The Money

We're building a searchable platform using free, public SEC data that reveals:

  • Funded startups ($5M+) with resources to sponsor
  • Real-time job openings at these companies
  • Direct founder contacts to bypass HR gatekeepers
  • Sponsorship likelihood scores based on funding, growth, and hiring patterns

The Opportunity (By The Numbers)

SEC Form D Filings (Last 12 months):
├── ~15,000 total private offerings in US
├── ~1,500 biotech/pharma companies
├── ~500 raised $5M+ (our target)
└── ~200-300 in Boston/SF/NYC biotech hubs
Hidden from traditional job searches:
├── 90% don't advertise "visa sponsorship"
├── 75% have no immigration keywords
├── Auto-reject "requires sponsorship"
└── Zero visibility on LinkedIn/Indeed

Our thesis: Every Form D filing represents a company invisible to international job seekers but desperately needs talent. We're making them visible.

Who This Helps

International Students & Workers

  • PhD researchers who can't find biotech sponsors
  • STEM grads applying to 50+ jobs with no responses
  • OPT holders with 60-day "unemployment clocks"
  • H-1B lottery losers who need backup options fast

Funded Startups

  • Series A biotech needing PhD-level scientists
  • AI startups that need ML engineers but "don't sponsor"
  • Medical device companies that don't know OPT exists
  • Any founder rejecting great candidates due to visa myths

The Timeline: 80 Days to Proof

Week 1: MVP
300+ companies (Boston, SF, NYC biotech)
Week 4: Validation
500+ companies, 10+ active users, tracking applications
Week 11: Proof of Concept
At least one H1B transfer secured through the platform
Day 80: Success
Success stories, growth metrics, sustainable model

The Wager

Can we build a platform that saves at least one person's visa status in 80 days?

The odds are in our favor:
• 200-300 funded biotech companies in Week 1
• Each company averages 5-10 open roles
• That's 1,000-3,000 jobs invisible to international candidates
• We only need to facilitate ONE successful match

Unlike Phileas Fogg's £20,000 wager, ours costs $0 in data fees. But the stakes? Someone gets to stay with their family, continue their research, build their career in America.

Join The Adventure

Why volunteer with us?

For the Mission

  • Help people stay with families instead of forced deportation
  • Fix a broken system that wastes US-trained talent
  • Turn data into human impact in real-time
  • See your code save someone's visa status

For the Skills

  • Real-world data engineering (SEC APIs, ETL pipelines)
  • Full-stack development (FastAPI, React, PostgreSQL)
  • Work with production data serving actual users
  • Build portfolio projects with social impact

We Need:

  • Data engineers - Python, web scraping, API integration, ETL pipelines
  • Backend developers - FastAPI, PostgreSQL, RESTful APIs
  • Frontend developers - React, Tailwind CSS, responsive design
  • Researchers - Company validation, contact enrichment, data quality
  • Community builders - Testing, documentation, user feedback

No experience required—just commitment. If you can code "Hello World" or write a clear README, you can contribute. We'll teach the rest.

Time commitment: 5-10 hours/week for 80 days. More if you want, less if you need. This is agile, async, and built around real lives.

Why We Know This Will Work

The data doesn't lie:

Our thesis is backed by research from NAFSA, Interstride, IZA, and multiple employer surveys showing:

  1. Employers who hire international students once, do it again - The barrier is ignorance, not capability
  2. 75% of employers don't understand OPT/CPT rules - Education works
  3. Startups with recent funding ARE hiring - That's what Series A/B money is for
  4. International students are MORE qualified, not less - Same degrees, higher engagement, lower offers
  5. The cost myth is false - F-1/OPT students save employers payroll taxes

The market failure is information asymmetry. We're fixing it with public data.

Sources: NAFSA International Student Employment Survey, Interstride 2025 Career Outcomes Report, IZA Institute Employment Research, SciTech Minnesota Employer Guides, multiple industry surveys on visa sponsorship attitudes.

The Technology

Stack

  • Data Pipeline: Python + SEC EDGAR API (free)
  • Database: PostgreSQL on Supabase (free tier)
  • Backend: FastAPI on Railway (free tier)
  • Frontend: React + Tailwind on Vercel (free tier)

Budget

SEC Data:$0/month
Hosting:$0/month
Database:$0/month
Total:$0/month
(vs $99/month for commercial data sources)

Project Information

Project Lead
Nik Bear Brown
Organization
Humanitarians AI (501c3)
Timeline
80 Days
"80 days. Zero budget. One mission: Turn SEC filings into second chances."

Get Started & Resources

Humanitarians AI Lyrical Literacy Project