QuantML Tools Repository

Welcome to the official QuantML Tools repository. This monorepo contains production-grade, AI-powered tools for quantitative finance, trading, and financial compliance, developed and maintained by QuantML.

🚀 About QuantML

QuantML delivers AI-native infrastructure for institutional quantitative trading, combining regime-aware decision making, constraint-satisfying intelligence, and explainable multi-AI consensus. Our unified research-to-execution platform accelerates quant research cycles and ensures regulatory-compliant alpha generation at scale.

Website: quantml.tech
Contact: [email protected]

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📁 Repository Structure

This repository is organized as a monorepo with each tool maintained in its own dedicated folder:

quantml-tools/
├── advisor/          # AI Investment Advisor Agent
├── fincheck/         # Financial Scam Detector Chrome Extension
├── nifty50/          # NIFTY50 AI Trading System
├── sensex/           # Sensex Heston-ML Calibration Tool
├── LICENSE           # MIT License
├── README.md         # This file
└── .gitignore        # Git ignore rules

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📦 Tools Overview

Tool	Description	Key Features	Status
FinCheck (fincheck/)	Financial Scam Detector Chrome Extension	Real-time scam/deepfake detection, local analysis, regulatory compliance	Production
AI Advisor (advisor/)	AI Investment Advisor Agent	Multi-provider API integration, real-time news sentiment, zero rate limits	Production
NIFTY50 Trader (nifty50/)	NIFTY50 AI Trading System	LSTM-powered trading, auto-updates, full market coverage	Production
Sensex Calibrator (sensex/)	Sensex Heston-ML Calibration Tool	300× faster Heston calibration, high accuracy	Production

Each tool folder contains:

• Complete source code
• Setup and deployment instructions
• Documentation and examples
• License and contribution guidelines

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🏢 Professional Standards

• Production-Ready: All tools are designed for institutional use with robust testing and documentation
• Security & Compliance: Built to satisfy FINRA 3110/3120, MiFID II, and global regulatory requirements
• Enterprise Support: Available for custom deployments and integrations
• Open Collaboration: Community contributions welcome under our contribution guidelines

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🚀 Getting Started

Prerequisites

• Python 3.8+ (for backend tools)
• Node.js 16+ (for extensions)
• Git for version control

Quick Setup

1. Clone the repository:

   git clone https://github.com/quantmltech/Tools.git
   cd Tools

2. Choose a tool:

   cd <tool-folder>  # e.g., cd fincheck

3. Follow the tool-specific setup:

   • Refer to README.md in each tool folder
   • Follow the step-by-step setup guides
   • Install dependencies and configure API keys

API Keys Setup

Most tools require API keys for external services. Get free keys from:

• Hugging Face - AI models
• NewsAPI - News data
• Alpha Vantage - Financial data

Add keys to .env files as documented in each tool.

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🤝 Contributing

We welcome contributions from the community. Please:

1. Fork the repository
2. Create a feature branch: git checkout -b feature/amazing-feature
3. Make your changes and test thoroughly
4. Submit a pull request with detailed description

See individual tool READMEs for specific contribution guidelines.

Development Guidelines

• Follow PEP 8 for Python code
• Use meaningful commit messages
• Include tests for new features
• Update documentation as needed

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📄 License

This repository is licensed under the MIT License. See LICENSE for details.

Commercial licensing available for enterprise deployments. Contact [email protected] for inquiries.

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👥 Contact & Support

QuantML Team

• Website: quantml.tech
• Email: [email protected]
• LinkedIn: QuantML Company
• Instagram: @quant.ml
• GitHub: quantmltech

For enterprise support, custom integrations, or partnership inquiries, please contact us directly.

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