🏗️ Technical Arhictecture

Framework: NestJS with TypeScript for scalable corporate architecture
AI Integration: OpenAI GPT-4 for intelligent document processing and analysis
Cloud Services: Google Gmail API, Google Drive API for seamlessly integrated workflows
Data Processing: Multi-format document parsing (PDF, DOCX, PPTX) with mammoth, pdf-parse
Web Intelligence: Advanced scraping with Puppeteer, Cheerio, and SERP API integration
Authentication: OAuth 2.0 implementation with secure token management Retry

🎯 Key Capabilites

Automatic Email Intelligence Pipeline

-Real-time pitch deck tracking with CRON-scheduled processing (every minute)
- AI-powered information extraction from emails and attachments
- Intelligent duplicate detection using fuzzy matching algorithms
- Automatic Google Drive organization with structured folder hierarchies

Advanced document processing

- Multi-format support: PDF, DOCX, PPTX with text extraction and summarization
- DocSend link processing with automatic PDF generation
- Content analysis and key insights extraction using GPT-4
- Structured data output in JSON format for further processing

Complete Startup Intelligence

- Market Research Service: Automatic competitive analysis and market size assessment
- Founder Intelligence: LinkedIn scraping, background verification, and risk assessment
- Classification System: ML-powered pitch categorization with confidence scoring
- Web Search Integration: SERP API and Apify for comprehensive startup research

Corporative Functionalities

- RESTful API with comprehensive endpoints for external integrations
- Webhook support for real-time notifications and triggering external systems
- Robust error handling and logging with detailed processing metrics
- CLI interface for batch processing and administrative tasks

🔧 Key technical implementations

- Microservices Architecture: Modular design with 16+ specialized services
- Parallel Processing: Parallel task execution for optimal performance
- Data Validation: Class-validator and class-transformer for type safety
- Security: Environment-based configuration with secure credential management
- Monitoring: Comprehensive logging and status tracking across all operations

📊 Business Impact

This platform automates 90%+ of manual deal processing workflows, enabling venture capital firms to:
- Process pitch decks 10x faster than manual review
- Generate comprehensive startup intelligence reports automatically
- Maintain organized deal databases without manual interventions
- Scale deal flow processing without additional human resources

Technologies: TypeScript, NestJS, OpenAI GPT-4, Google Cloud API-ji, PostgreSQL, Docker, Jest, Puppeteer, Cheerio, SERP API, Apify