01

Our Mission

PolQuant exists to challenge market beliefs using evidence, not narratives - and to make that evidence accessible to serious market participants. We combine quantitative finance, computer science, and economics to test what markets think is true against what data actually shows.

We publish what doesn't work - even when it costs us. Our research follows four pillars: identify the belief, test it against data, report the result honestly, and frame the implication for practitioners. Institutional-grade thinking, communicated clearly.

PolQuant mission
PolQuant approach
02

Our Approach

Every hypothesis we explore is subjected to exhaustive out-of-sample testing with realistic transaction cost models and market impact estimates. We don't publish strategies built on overfitted, frictionless simulations - if an idea doesn't survive rigorous validation, we say so.

Our research infrastructure enables rapid iteration across equities and related markets, built on proprietary data pipelines, machine learning frameworks, and execution technology. We are practitioners first - researchers who operate in live markets, not theorists working in isolation.

Key Figures

Built on evidence, driven by curiosity

3+ years of quantitative research
100+ market beliefs tested
US equities specialization
24/7 research infrastructure
03

Team

PolQuant is led by practitioners across quantitative finance, software engineering, and applied research.

Name Position
Marcin Świtalski Founder & CEO
Krzysztof Lisek Quantitative Researcher
PolQuant team