ATS QUANT-PRO: Hybrid AI Stock Volatility & Regime Prediction System powered by Realized GARCH, LSTM, VAE, FinBERT Sentiment & Explainable AI (SHAP/LIME)

QuantumRisk Oracle is a U.S.-based SaaS platform that uses hybrid quantum-inspired Monte Carlo and AI models to deliver real-time portfolio risk scoring, stress testing, volatility forecasts, and compliance-ready reports. It provides scalable, secure, and actionable risk intelligence for SMEs and financial teams.

Financial Time Series Forecasting using Hybrid AI Models and Large Language Models (LLMs) for predictive analytics of stocks, indices, cryptocurrencies, and commodities.

Hybrid AI crypto price forecasting system using Transformer and LSTM models with an interactive Streamlit dashboard for probabilistic predictions and financial time-series visualization.

Research framework for forecasting Mergers & Acquisitions (M&A) from financial reports using benchmarks, GoBERT (Graph over BERT), hybrid quantitative-text models, and Generative AI approaches.

A hybrid AI model that analyzes market data and sentiment to forecast near-future global financial impact and economic volatility for decision-making. .

A hybrid AI-based stock market prediction system that combines bidirectional LSTM price forecasting with FinBERT-powered financial news sentiment analysis to generate risk-aware trading recommendations with confidence scores.

A hybrid AI system that intelligently routes financial queries between unstructured PDF documents (earnings reports) and structured CSV data (forecasts). Built with LangChain, LangGraph, FAISS vector store, Ollama and Google Gemini for production-ready financial planning workflows.