Structural Alpha.
Engineered Precision.
Pragya Labs provides quantitative consulting for institutional investment managers operating in mid-frequency equity markets.
We work with hedge funds, proprietary trading firms, and discretionary managers to build the architecture of systematic equity strategies — from raw data and signal generation through portfolio construction to execution.
Our work is grounded in statistical rigor: helping firms construct defensible, uncorrelated alpha sources across relationship, fundamental, analyst, options, and sentiment datasets, then fusing them into a coherent signal with structural predictive power.
Every engagement is oriented toward the same outcome: a risk-aware, cost-adjusted daily systematic strategy capability designed for institutional-scale VWAP execution.
Signal Generation
Methodologies for the systematic extraction of predictive information across large libraries of weak signals drawn from fundamental, sentiment, options flow, analyst revision, and cross-security relationship datasets.
Signal Fusion
Frameworks for the algorithmic combination of weak signals into a single high-conviction composite using clustering, convex optimization, and mean-variance techniques — engineered for signal orthogonality and stability.
Trade Optimization
Real-world constraint modeling — market impact, position limits, crowding, factor exposure — for translating a fused signal into an executable, VWAP-aware trade-construction process the firm operates within its own infrastructure.
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