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🏆 Agentic Document Extraction - Financial Services

Financial AI Hackathon Championship 2025 November 15, New York

Website Projects Developers Community

Community-built fintech solutions powered by LandingAI's Agentic Document Extraction

View WebsiteJoin DiscordFollow on Luma


🥇 Championship Winners

Award Team Project
🏆 Champion LoanLens AI Loan Underwriting & Fraud Detection - Addressing critical challenges where 52% of loan processing time is spent manually collecting documents
🥈 Runner-Up Skywalkers77 Invoice & Contract Compliance Automation - Production-ready platform with hybrid compliance combining RAG with deterministic rule engines
🏅 Best Online App Beemnet Haile OTC Derivatives Collateral Management - Automates margin calculations with complete audit trails and 21 API endpoints
Top 4 Finalist Serimag Pay Stub Fraud Detection - Built by Spain's leading IDP company processing 1M+ pages daily
Top 4 Finalist ExemptFlow/Luma Nonprofit Tax Filing Intelligence - Extracting insights from 1.5M+ annual Form 990 filings

📊 Event Highlights

Statistic Count
Total Submissions 100+
Total Developers 1,000+
Teams Invited to NYC 22
Projects Showcased 48
Lines of Code Written 120,000+
International Teams From India, Spain, Canada
Development Time 2-3 weeks

🚀 All Projects

Discover groundbreaking AI solutions developed by our vibrant community of innovators, transforming how financial institutions process and understand documents.

Project Name Abstract Contributors GitHub Demo
Loanlens AI (1st) Loan Underwriting & Fraud Detection Abhisek Banerjee,Sigmoid Analytics,Senior Lead Data Scientist Tanika Gupta,Sigmoid Analytics,Dire... GitHub ▶️ Demo
Skywalkers77 (2nd) Invoice & Contract Compliance Automation Yatharth Mogra - , NYU, Student Hemanth Marupudi - , NYU, Student Krish Jani - , NYU, Student Rid... GitHub ▶️ Demo
Beemnet Haile OTC Derivatives Collateral Management Beemnet Haile, Deloitte, Product Manager GitHub ▶️ Demo
Serimag (top 4) Pay Stub Fraud Detection Sergio Santamaria - Senior AI Dev at Serimag () Hugo Cortada - New Business Director at Serimag () GitHub ▶️ Demo
ArthaNethra Financial Investigation Knowledge Graph Devi Eswar Kumar Damerla, University of Cincinnati/AI OWL, SDE Intern Mohan Priya Mulagapu, Unive... GitHub ▶️ Demo
ExemptFlow (renamed to Luma) (Top 4) Nonprofit Tax Filing Intelligence Anibal Angulo, Banorte, Senior AI Engineer Sebastian Garza, Banorte, AI Engineer GitHub ▶️ Demo
ai_banking_geek Credit Memo Generation Siva Darivemula, Huntington Bank, VP, Innovation Architect GitHub ▶️ Demo
Boring Document Search with Vision AI Tilak Sharma Hrishikesh D Kakkad GitHub ▶️ Demo
pAIsa-pAIsa Financial Data Warehouse Automation Dharaneesh CKV, Virginia Tech, Student Sudip Manchare, Virginia Tech, Student GitHub ▶️ Demo
ReLeap Reinsurance Contract Management Vineet Sarpal, Sapiens, Senior Business Analyst GitHub ▶️ Demo
Daemon Craft Immigration Compliance Fraud Detection First name: Tresor Last Name: Habib Nahouta Parfait Ben-oni TEDOM TEDOM, Daemon Craft, Lead and E... GitHub ▶️ Demo
Eagle Multi-Brokerage Portfolio Analysis Sivasundharam, Stratus Meridian LLC, AWS Python Developer GitHub ▶️ Demo
Viva 3-Way Invoice Matching Automation Solo GitHub N/A
Hosni Belfeki Anti-Money Laundering Intelligence Platform Hosni Belfeki Final Year Computer Science Student
Sabirul Invoice-PO Reconciliation Platform Muhammad Marjan Ahmed (solo) Nasra School Student GitHub ▶️ Demo
The Innovators TRID Mortgage Compliance Automation Jaya Raj Srivathsav Adari, eboxchain, Founding Engineer Abhishek Mamidipally, cotiviti, Data Scie... GitHub ▶️ Demo
ADE-gotiator Contract Negotiation Intelligence Forrest Pan Conveneur Cofounder / Jitender Thakur , Bank of America Researcher GitHub ▶️ Demo
Pura Vida Sloth FinTech Hype Cycle Intelligence Oscar Montes and Michael Varela (, ) GitHub ▶️ Demo
Finbuster Insurance Fraud Ring Detection Name: Abishek Muralikrishna; Work Email: , Organization: University of New Hampshire, Title: Rese... GitHub ▶️ Demo
Crunchtime Coder Contract-Invoice Compliance Verification Kaushik Holla, Red Ventures, Senior Data Scientist GitHub ▶️ Demo
CrediLens Credit Analysis Intelligence Platform Team Members (Name, Work Email, Organization, Title) 1. Aurokrishnaa Ravindran Lakshmi – – Univer... GitHub ▶️ Demo
Alpha Agents Activist Investor Intelligence Platform 1. Sanjana Waghray - 2. Anshul Dani - GitHub ▶️ Demo
67 Counterfactual Financial Simulation (Le Minh Quan Pham, Millersville Univ, Freshman), (Anh Khoa Dang, Perkiomen School, Junior) GitHub ▶️ Demo
ParetoOptimal Multi-Agent Economic Trading System Nate Mauer; ; GT and Booz Allen Hamilton; MS CS Student and AI/ML Solutions Architect GitHub ▶️ Demo
Nickisback Repository Not Available GitHub ▶️ Demo
Eyesquare Credit Card Spending Analysis Assistant Matthew Cheng (), Ray Lao, Rijul Sharma (confirm speaker today) GitHub ▶️ Demo
Crow AI-Powered Investment Analysis Platform Aryan Vij, Crow, Founder Ben Sikes, Crow, Founder Jai Bhatia, Crow, Founder GitHub ▶️ Demo
W11 Enterprise Invoice Processing Automation Nitish Dandu, University, Undergrad GitHub ▶️ Demo
Ken.(Duplication) Repository Not Available Prasanna A P, Anti Particle, Founding Engineer GitHub ▶️ Demo
Ken. [this one] Repository Not Available Prasanna, Prasanna.antiparticle.co, Anti Particle, Founding Engineer GitHub ▶️ Demo
PharmaSight Biotech Clinical Trial Intelligence Jian Jin Chen, Fordham University, Student GitHub ▶️ Demo
Diligent AI-Powered M&A Due Diligence Ayaan, Diligent, CEO GitHub ▶️ Demo
Aigent MoneyPenny LiquidMetal AI Demo Applications Dele Atanda GitHub ▶️ Demo
Muhammad Zeeshan Lovable Project Template AI Squad [GitHub](https://github.com/MalikZeeshan1122/ad-audit-buddy https://lovable.dev/projects/a4597e8f-2f9b-4674-bedc-c6238bbefa5f) ▶️ Demo
FinGenie Financial Document Intelligence Agent Surendra Singh, Nagarro, Associate Principal Engineer GitHub ▶️ Demo
vramanr Financial Risk & Fraud Detection Venkatraman Rajaram, Innovatix technology partners, QA Manager GitHub N/A
x402 AI Property Search Platform Steve Kuo GitHub ▶️ Demo
Caballo AI AI-Powered DeFi Yield Optimizer Paul garcia - , Caballo Money, CTO GitHub ▶️ Demo
Abishek Muralikrishna Insurance Fraud Ring Detection GitHub ▶️ Demo
Personal Finance App Repository Not Available Juan Jose Giraldo Jimenez,Devlane, Software developer Enid Soleny Guarin Quintero,,Software devel... GitHub ▶️ Demo
Gair lab inc Invalid Repository URL HAMZA KHAN GitHub ▶️ Demo
Hack-Ed ( I think) Property Risk Intelligence Platform Edilma Riano - GitHub ▶️ Demo
FinForge AI Financial Document Analysis System Thanakorn Kitviriya, Nihon M&A Center, M&A Consultant GitHub ▶️ Demo
K2 Repository Not Available C Chao GitHub ▶️ Demo
Ana Bank Document Performance Analysis GitHub ▶️ Demo
Quant Duo KYC/AML Compliance Intelligence System Zain Khan - Shanzay Khan - GitHub ▶️ Demo
warpflow Multi-Agent Financial Document Analysis (hatem mohamed, alexandria university, indevidual ) GitHub ▶️ Demo
Marvix Invoice-PO Reconciliation Platform Solo GitHub ▶️ Demo

🛠️ Tech Stack

The showcase website is built with:

  • HTML5 - Semantic markup with modern structure
  • CSS3 - Custom styling with Matrix-inspired theme
  • Vanilla JavaScript - Dynamic content loading, video player, search functionality
  • GitHub Pages - Static site hosting and deployment

Key Features

Interactive Video Player - Watch championship highlights in an immersive modal 🔍 Project Search - Find projects by team name, abstract, or technology 📄 Pagination - Browse through 10 projects per page 📱 Responsive Design - Optimized for all devices 🎨 Matrix Theme - Animated background with cyberpunk aesthetics 🔒 Privacy-First - No email exposure in public data


🚦 Getting Started

View the Website

Visit the live site: https://landing-ai.github.io/ade-fintech

Local Development

# Clone the repository
git clone https://github.com/landing-ai/ade-fintech.git
cd ade-fintech

# Start a local server
python3 -m http.server 8000
# OR
npx http-server -p 8000

# Open in browser
open http://localhost:8000

Deployment

This site uses GitHub Pages:

  1. Push to master branch
  2. GitHub Pages automatically deploys
  3. Live at https://landing-ai.github.io/ade-fintech

🤝 Join Our Community

Be part of the next wave of Visual AI innovation across financial services, healthcare, legal, insurance, manufacturing, and more! 🚀

Community Benefits

  • 🎯 Meet Andrew Ng and industry leaders
  • 👥 Expert Mentorship from leading professionals
  • 🎁 Exclusive Swag and merchandise
  • 💳 Free Credits for cutting-edge AI tools
  • 🏆 Recognition & Rewards for your work

Get Involved

Discord Luma Website

4,000+ Developers60+ Community Projects100+ Certificates Distributed


📄 Project Structure

ade-fintech/
├── index.html                 # Homepage with hero and stats
├── projects.html              # Projects showcase with search
├── gallery.html               # Event photos and videos
├── community.html             # Community page with CTAs
├── assets/
│   ├── css/
│   │   ├── style.css         # Main stylesheet
│   │   └── matrix-theme.css   # Matrix animation theme
│   ├── js/
│   │   ├── main.js           # Core functionality
│   │   ├── components.js      # Footer component
│   │   ├── video-player.js    # Video modal player
│   │   └── matrix-rain.js     # Background animation
│   └── images/
│       └── logo.png           # LandingAI logo
├── components/
│   └── footer.html            # Reusable footer
├── data/
│   └── projects_data.json     # All 48 projects data
└── README.md                  # This file

📧 Contact

For questions about the hackathon or to get involved:


🙏 Acknowledgments

Special thanks to:

  • All 100+ participating teams and 1,000+ developers worldwide
  • LandingAI for providing the ADE platform and support
  • AWS for hosting the championship in New York
  • Judges and mentors who guided the participants
  • Community members who continue to build and innovate

📄 License

© 2025 LandingAI. All rights reserved.


Built with passion by our community ❤️ Powered by Claude Code 🤖

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