People behind the system.

Leads investment strategy, portfolio construction, and risk oversight. Sets the framework through which model output is challenged and translated into positions.

Responsible for the architecture of the Axbei intelligence infrastructure, from ingestion and entity resolution through to scenario modelling.

Directs fundamental and macro research, connecting model-generated signals to catalysts, pricing, and alternative scenarios.

Develops probability estimation, calibration, and historical comparison methods underpinning the firm's scenario framework.

Builds narrative detection, signal classification, and language models applied to continuously arriving public information.

Investigates emerging signals, performs primary research, and evaluates how market pricing reflects changing expectations.