Our Proprietary Technology

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  Advanced Machine Learning

  Our ensemble of supervised learning and deep learning models are trained upon advanced architectures, frameworks & decision algorithms and fine-tuned with over 50TB of data spanning two decades and various feature categories. Our models provide superior market intelligence, capture hidden, non-linear correlations & signals, and adapt to latest market conditions & regime shifts.

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  Feature Engineering Excellence

  We conduct real-time processing of 500+ custom-built features across 2,000+ stocks & ETFs, covering fundamental, technical, sentiment, market-wide, macroeconomic and alternative factors. Our AI models intelligently learn from these features and their dynamic, sophisticated inter-correlations and generate high-conviction trading signals for execution under market uncertainties and regime shifts.

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  Robust Statistical Insights

  Our distinctive statistical insights derive from academic excellence and cross-disciplinary expertise in fields like high-dimensional statistics, parametric/non-parametric statistics, conformal prediction, causal inference and Bayesian inference. These specialties have been engineered into everything we do and set us further apart from other quant firms, greatly adding to overall predictive power and expected efficacy.