Financial AI Hackathon Championship 2025 November 15, New York
Community-built fintech solutions powered by LandingAI's Agentic Document Extraction
| 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 |
| 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 |
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 | |
| Skywalkers77 (2nd) | Invoice & Contract Compliance Automation | Yatharth Mogra - , NYU, Student Hemanth Marupudi - , NYU, Student Krish Jani - , NYU, Student Rid... | GitHub | |
| Beemnet Haile | OTC Derivatives Collateral Management | Beemnet Haile, Deloitte, Product Manager | GitHub | |
| Serimag (top 4) | Pay Stub Fraud Detection | Sergio Santamaria - Senior AI Dev at Serimag () Hugo Cortada - New Business Director at Serimag () | GitHub | |
| ArthaNethra | Financial Investigation Knowledge Graph | Devi Eswar Kumar Damerla, University of Cincinnati/AI OWL, SDE Intern Mohan Priya Mulagapu, Unive... | GitHub | |
| ExemptFlow (renamed to Luma) (Top 4) | Nonprofit Tax Filing Intelligence | Anibal Angulo, Banorte, Senior AI Engineer Sebastian Garza, Banorte, AI Engineer | GitHub | |
| ai_banking_geek | Credit Memo Generation | Siva Darivemula, Huntington Bank, VP, Innovation Architect | GitHub | |
| Boring | Document Search with Vision AI | Tilak Sharma Hrishikesh D Kakkad | GitHub | |
| pAIsa-pAIsa | Financial Data Warehouse Automation | Dharaneesh CKV, Virginia Tech, Student Sudip Manchare, Virginia Tech, Student | GitHub | |
| ReLeap | Reinsurance Contract Management | Vineet Sarpal, Sapiens, Senior Business Analyst | GitHub | |
| Daemon Craft | Immigration Compliance Fraud Detection | First name: Tresor Last Name: Habib Nahouta Parfait Ben-oni TEDOM TEDOM, Daemon Craft, Lead and E... | GitHub | |
| Eagle | Multi-Brokerage Portfolio Analysis | Sivasundharam, Stratus Meridian LLC, AWS Python Developer | GitHub | |
| 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 | |
| The Innovators | TRID Mortgage Compliance Automation | Jaya Raj Srivathsav Adari, eboxchain, Founding Engineer Abhishek Mamidipally, cotiviti, Data Scie... | GitHub | |
| ADE-gotiator | Contract Negotiation Intelligence | Forrest Pan Conveneur Cofounder / Jitender Thakur , Bank of America Researcher | GitHub | |
| Pura Vida Sloth | FinTech Hype Cycle Intelligence | Oscar Montes and Michael Varela (, ) | GitHub | |
| Finbuster | Insurance Fraud Ring Detection | Name: Abishek Muralikrishna; Work Email: , Organization: University of New Hampshire, Title: Rese... | GitHub | |
| Crunchtime Coder | Contract-Invoice Compliance Verification | Kaushik Holla, Red Ventures, Senior Data Scientist | GitHub | |
| CrediLens | Credit Analysis Intelligence Platform | Team Members (Name, Work Email, Organization, Title) 1. Aurokrishnaa Ravindran Lakshmi – – Univer... | GitHub | |
| Alpha Agents | Activist Investor Intelligence Platform | 1. Sanjana Waghray - 2. Anshul Dani - | GitHub | |
| 67 | Counterfactual Financial Simulation | (Le Minh Quan Pham, Millersville Univ, Freshman), (Anh Khoa Dang, Perkiomen School, Junior) | GitHub | |
| ParetoOptimal | Multi-Agent Economic Trading System | Nate Mauer; ; GT and Booz Allen Hamilton; MS CS Student and AI/ML Solutions Architect | GitHub | |
| Nickisback | Repository Not Available | GitHub | ||
| Eyesquare | Credit Card Spending Analysis Assistant | Matthew Cheng (), Ray Lao, Rijul Sharma (confirm speaker today) | GitHub | |
| Crow | AI-Powered Investment Analysis Platform | Aryan Vij, Crow, Founder Ben Sikes, Crow, Founder Jai Bhatia, Crow, Founder | GitHub | |
| W11 | Enterprise Invoice Processing Automation | Nitish Dandu, University, Undergrad | GitHub | |
| Ken.(Duplication) | Repository Not Available | Prasanna A P, Anti Particle, Founding Engineer | GitHub | |
| Ken. [this one] | Repository Not Available | Prasanna, Prasanna.antiparticle.co, Anti Particle, Founding Engineer | GitHub | |
| PharmaSight | Biotech Clinical Trial Intelligence | Jian Jin Chen, Fordham University, Student | GitHub | |
| Diligent | AI-Powered M&A Due Diligence | Ayaan, Diligent, CEO | GitHub | |
| Aigent MoneyPenny | LiquidMetal AI Demo Applications | Dele Atanda | GitHub | |
| Muhammad Zeeshan | Lovable Project Template | AI Squad | [GitHub](https://github.com/MalikZeeshan1122/ad-audit-buddy https://lovable.dev/projects/a4597e8f-2f9b-4674-bedc-c6238bbefa5f) | |
| FinGenie | Financial Document Intelligence Agent | Surendra Singh, Nagarro, Associate Principal Engineer | GitHub | |
| vramanr | Financial Risk & Fraud Detection | Venkatraman Rajaram, Innovatix technology partners, QA Manager | GitHub | N/A |
| x402 | AI Property Search Platform | Steve Kuo | GitHub | |
| Caballo AI | AI-Powered DeFi Yield Optimizer | Paul garcia - , Caballo Money, CTO | GitHub | |
| Abishek Muralikrishna | Insurance Fraud Ring Detection | GitHub | ||
| Personal Finance App | Repository Not Available | Juan Jose Giraldo Jimenez,Devlane, Software developer Enid Soleny Guarin Quintero,,Software devel... | GitHub | |
| Gair lab inc | Invalid Repository URL | HAMZA KHAN | GitHub | |
| Hack-Ed ( I think) | Property Risk Intelligence Platform | Edilma Riano - | GitHub | |
| FinForge AI | Financial Document Analysis System | Thanakorn Kitviriya, Nihon M&A Center, M&A Consultant | GitHub | |
| K2 | Repository Not Available | C Chao | GitHub | |
| Ana | Bank Document Performance Analysis | GitHub | ||
| Quant Duo | KYC/AML Compliance Intelligence System | Zain Khan - Shanzay Khan - | GitHub | |
| warpflow | Multi-Agent Financial Document Analysis | (hatem mohamed, alexandria university, indevidual ) | GitHub | |
| Marvix | Invoice-PO Reconciliation Platform | Solo | GitHub |
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
✨ 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
Visit the live site: https://landing-ai.github.io/ade-fintech
# 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:8000This site uses GitHub Pages:
- Push to
masterbranch - GitHub Pages automatically deploys
- Live at
https://landing-ai.github.io/ade-fintech
Be part of the next wave of Visual AI innovation across financial services, healthcare, legal, insurance, manufacturing, and more! 🚀
- 🎯 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
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
For questions about the hackathon or to get involved:
- 🌐 Visit landing.ai
- 💬 Join our Discord community
- 📅 Follow LandingAI Events on Luma
- 🐙 GitHub @landing-ai
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
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