Quantegies is an AI research lab deploying next-generation quantitative strategies into global markets. We bridge the gap between deep learning and alpha generation.
For decades, quantitative finance has been dominated by "Quant 1.0": linear regressions, statistical arbitrage, and mean reversion. These methods assume markets are stationary and noise is normally distributed. In a hyper-connected world, these assumptions are collapsing.
We believe we are entering the "AI Native" era of finance. Just as LLMs learned the underlying structure of language, our Foundation Models for Finance (FMFs) are learning the latent physics of price action.
By treating the entire market history not as a spreadsheet, but as a sequential language problem, we can identify non-linear causal chains that are invisible to traditional statistical methods.
Human intuition. High latency. Unscalable.
Linear models. Feature engineering. Crowded trades.
End-to-end Deep Learning. Emergent strategies. Adaptive.
We don't just fit curves. We build agents that understand market microstructure.
Adapting the attention mechanism to financial time-series. Our architectures can attend to distant regimes to contextualize volatility and liquidity dynamics in real-time.
We generate synthetic stress regimes to validate robustness, tail behavior, and failure modes before deploying capital.
Execution policies optimize for fill quality and impact under microstructure constraints, learning when to provide or take liquidity.
We combine market data with alternative signals when it improves predictive power and stability across regimes.
Elastic compute that shifts capacity between training and inference based on volatility and market regimes.
A Institutional grade environment for validating strategies under market microstructure constraints that is built to reduce the gap between backtest and live deployment.
Strategy Builder
www.baqlabs.comMBO replay · Queue analytics · Latency Lab · Model Lab · Results
We are a small team of researchers and engineers solving the hardest problems in finance. We are currently hiring for the following roles.
Don't fit these exact roles? Email us your CV anyway.