MacroPulze - Pioneering AI-Driven Economic Intelligence
[+] What we do - Pioneering AI-Driven Economic Intelligence
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AVAILABLE APPS
Blog and News
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Visit our Blog with the latest articles and news. Here you will find the papers that form the basis for the listed apss and prototypes.
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Multi-Agent-System For Negotiations
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This novel decentralized negotiation framework integrates Mean-Field Game Theory with Lightning Network architectures to enable autonomous agents in local energy markets to conduct real-time, peer-to-peer trades without central coordination, achieving near-optimal efficiency, millisecond latency, and scalability to thousands of agents while being extensible to domains like logistics, cloud computing, and finance.
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A Probabilistic Framework for AI-Enhanced Equity Valuation
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This platform advances equity valuation methodology by integrating Monte Carlo simulation with AI-driven anomaly detection and sentiment analysis to transform deterministic point estimates into comprehensive probability distributions for risk-quantified investment decisions. Currently running in a closed beta test.
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M2 Nowcast Sentiment-Enhanced RSI
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This enhanced Relative Strength Index (RSI) integrates global M2 money supply trends and real-time news sentiment scores to create a context-aware momentum oscillator that adapts to macroeconomic liquidity and market psychology, reducing false signals and improving applicability across equities, cryptocurrencies, and commodities through dynamic adjustments and normalization techniques.
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Optimal Trade Timing in Equity Markets
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A statistical and AI-powered system that analyzes historical price patterns to identify optimal times to buy and sell stocks, improving timing accuracy from random (50%) to over 65%.
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Bitcoin Sentinel: Self-Learning Ensemble for Market Prediction and Optimization
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This self-improving algorithm architecture for Bitcoin price prediction integrates an ensemble of machine learning classifiers with continuous validation and multi-objective autonomous optimization to adapt hyperparameters in real-time, enabling robust performance across market regimes by incorporating enhanced RSI indicators adjusted for M2 money supply, news sentiment, and volatility. Currently running in a closed beta test.
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Portfolio Management
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Portfolio Management App enhanced with AI support, pre-active information and a strong macroeconomic perspective. Currently running in a closed beta test.
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