RegPredictor – Tech Stack Overview (June 2025)
🔹 1. Cloud Infrastructure & Hosting
- VPS at One of the Top tier cloud hostings – primary backend environment (Linux-based)
- Google Drive (2TB) – backups, datasets, and media storage
- Domain + Web Hosting – connected with WordPress + SSL
- GitHub – full repo with versioning, test sets, documentation
- X/Twitter Premium – communication and reach channel
🔹 2. Development Environment
- Visual Studio Code – fully configured with Python/Solidity plugins
- Python 3.x – main language of backend systems
- FastAPI – high-performance asynchronous backend API
- BeautifulSoup – for scraping/parsing regulatory data
- PDF & OCR Parser – extracting and converting official documents
- Hardhat – Solidity smart contract framework
- Node.js & npm – testing, frontend dependency management
- OpenAI API – embedding, semantic scoring, NLP services
- ChatGPT Plus – co-pilot in development and research
🔹 3. Software Modules
- 500 + Engine Files – from feeders, thru routers up to AI/LLM logic files
- Predictive Core Engine – interprets and evaluates regulatory risk
- Semantic Risk Grid – taxonomy of 2000+ risk labels and triggers
- Regulatory Scenario Engine – generates and simulates legal events
- Legal Echoes Analyzer – tracks jurisdictional impact patterns
- Response Lag Modeler – assigns probable regulator response delays
- Text Intelligence Parser – classifies roles, locations, threats
- Regulatory Feed Collector – OCR + CRON-powered scraping system
- Result Fusion Engine – aggregates predictions across modules
- Authentication System – (planned) user login and permissioning
🔹 4. Documentation & Backups
- 📄 4880 pages of conversation logs (96 DOCX files merged)
- 🖼️ Hundreds of screenshots documenting development steps
- 📘 Structured README + test metadata + deployment logs
- 📑 PDF declarations + SHA256 hashes for code artifacts
🔹 5. Demo Environment Readiness
- ✅ Stable MVP-level logic with secured entry points
- ✅ WordPress site online + basic frontend present
- ✅ Simulation-ready with test-only data and logic
- ✅ Pitch-ready architecture and screenshots
- 🔒 No cost-inducing operations in demo mode