🎯 FindAthon Prime Autonomous Discovery Engine

AWS Agentic AI Hackathon Submission: The first AI that reverse-engineers websites to create custom hackathon discovery tools in real-time

🏆 AWS Hackathon 2025 🤖 Multi-Agent AI ⚡ Real-Time Generation
Live AI Workflow
User: "Find AI hackathons on DevPost"
Scout: Analyzing DevPost structure...
System: Generated Python scraper in 28s
Result: Found 12 AI hackathons, 3 match your interests
Try Live Demo Bot Watch Demo
30s Scraper Generation
20+ AWS Services
100% Autonomous

Live System Demonstration

Complete system demo: Live bot interaction + AWS architecture walkthrough

30-second tool generation
Autonomous discovery process
Live scraper creation

🚀 Revolutionary Innovation

World's first AI system that autonomously reverse-engineers websites and generates custom Python scrapers in 30 seconds

0 Manual Configuration Required
30s Average Tool Generation Time
∞ Platforms Supported
🔍

Zero-Configuration Discovery

Adapts to any platform automatically without manual setup or configuration

Claude Sonnet + ECS Fargate
🧠

Multi-Agent Intelligence

3 specialized AI brains working together for comprehensive hackathon discovery

Scout + Nudge + Knowledge Base
⚡

Proactive Engagement

Intelligent notifications and personalized recommendations, not manual checking

Lambda + DynamoDB
🏗️

Enterprise Architecture

Production-ready AWS infrastructure with security-first design

20+ AWS Services

6-Step Autonomous Workflow

1

User Request

"Find blockchain hackathons"

→
2

Scout Analysis

Reverse-engineer target sites

→
3

Tool Generation

Create custom Python scraper

→
4

Data Extraction

Execute discovery & collect data

→
5

Intelligence

Filter by user preferences

→
6

Delivery

Personalized results & alerts

3-Brain Architecture

Multi-agent system powered by AWS enterprise infrastructure

FindAthon Prime System Architecture AWS Infrastructure Composer Diagram

System Architecture Overview

FindAthon Prime implements a sophisticated multi-agent architecture leveraging Bedrock, Strands, and Amazon Q technologies:

📱 Telegram Interface

Users interact via Telegram bot, triggering API Gateway webhooks that invoke Lambda handlers for message processing and ECS task orchestration.

🔍 Scout Agent (ECS Fargate)

Containerized agent powered by Bedrock Claude Sonnet analyzes website structures, uses Strands to give hands to the AI brain for DOM manipulation, and leverages Amazon Q for intelligent Python scraper generation.

🧠 Knowledge Base (Bedrock + OpenSearch)

Bedrock Knowledge Base with OpenSearch Serverless stores user preferences, hackathon data, and generated scraper functions. Enables semantic search and personalized recommendations using vector embeddings.

📢 Nudge Agent (Lambda)

Scheduled Lambda function using Bedrock Claude Haiku analyzes stored preferences, identifies matching hackathons, and sends proactive notifications via EventBridge triggers.

📊 Data Layer

Multiple DynamoDB tables store hackathon metadata, user interests, chat history, and notification tracking. SQS queues handle asynchronous communication between agents.

🔍

Scout Agent

Discovery & Tool Generation

Claude Sonnet ECS Fargate
📢

Nudge Agent

Intelligent Notifications

Claude Haiku Lambda
🧠

Knowledge Base

Learning & Memory

Bedrock KB OpenSearch

AWS Services Integration

Bedrock
ECS Fargate
Lambda
DynamoDB
OpenSearch
API Gateway
SQS
IAM
VPC
EventBridge
CloudWatch
ECR

Live Demo Scenarios

See the AI in action with real-world examples

New Platform Discovery

DevPost Analysis

Before

Unknown website structure, no existing scraper

→

After

Custom Python scraper generated in 28 seconds

Found 47 hackathons, 12 match AI/ML criteria

Preference Learning

AI/Blockchain Interests

Before

Generic hackathon listings

→

After

Personalized AI & blockchain recommendations

Stored preferences: AI/ML, Blockchain, $10K+ prizes

Proactive Notifications

Weekly Alerts

Before

Manual checking required

→

After

Intelligent weekly summaries delivered

"3 new AI hackathons this week match your interests"
Try These Scenarios Live

🏢 Enterprise-Grade Technical Excellence

Production-ready architecture demonstrating advanced AWS integration and scalable multi-agent design

Deep AWS Integration

20+ services orchestrated via Infrastructure as Code

Multi-Agent Architecture

3 specialized AI agents working in perfect harmony

Innovation Leadership

First-of-its-kind autonomous tool generation system

15+ AWS Services

Production infrastructure with 20+ AWS services orchestrated via CloudFormation

Bedrock KB ECS Fargate OpenSearch Serverless Lambda DynamoDB API Gateway SQS ECR VPC EventBridge

Production-Ready

Scalable architecture handling 100+ concurrent discoveries

<30s Response Time
99.9% Uptime

Security-First

Enterprise security with IAM roles, VPC isolation, and encrypted data

✓ IAM Role-Based Access Control ✓ VPC Network Isolation ✓ OpenSearch Serverless Encryption ✓ DynamoDB Encryption at Rest ✓ ECR Image Scanning ✓ CloudFormation Governance

Problem-Solving

Seamless integration where Strands provides the hands for Bedrock's brain to interact with web content

# Bedrock Knowledge Base + Advanced Web Parsing bedrock_kb = boto3.client('bedrock-agent-runtime') web_parser = IntelligentWebParser() ai_codegen = AICodeGenerator() # Generate scraper using multi-AI approach scraper_code = ai_codegen.generate( website_structure=web_parser.analyze(url), user_context=bedrock_kb.retrieve_and_generate(...) )

Competitive Advantages

Feature
Static Scrapers
FindAthon Prime
Setup Time
Hours/Days
30 Seconds
New Platforms
Manual Coding
Automatic
Personalization
None
AI-Powered
Maintenance
Constant
Self-Healing

Try the Live Demo

Experience the AI in action through our Telegram bot

🤖

@hackathonreminder_bot

Chat with Scout Agent and see autonomous hackathon discovery in real-time

Discover hackathons on any platform
Learn your preferences automatically
Get personalized notifications
See generated scrapers in action
Start Chatting Now
Live Conversation Preview
Find AI hackathons with prizes over $5000 2:34 PM
🔍 Analyzing hackathon platforms for AI competitions... 2:34 PM
✅ Generated custom scraper for DevPost in 28 seconds 2:35 PM
🎯 Found 8 AI hackathons with $5K+ prizes:

• AWS AI Challenge - $50,000
• Google AI Hackathon - $25,000
• Microsoft AI for Good - $15,000

Would you like details on any of these? 2:35 PM
Telegram Bot QR Code

Quick Start Instructions

  1. Click "Start Chatting Now" or scan QR code
  2. Send /start to begin
  3. Ask: "Find blockchain hackathons"
  4. Watch the AI generate or utilize tools in real-time
  5. Get personalized recommendations