Catherine Earl

Advisory work on financial and IT systems. CASS 5 Audit, client monies in compliance with FCA rules for CASS 5. Client management. Advising on the pipeline to improve efficiency.

Researched and prototyped hybrid quantum–classical architectures, including quantum network compression and quantum graph simplification, to optimize performance of latent diffusion and transformer models. Engineered custom C++ pipelines (with Pybind11 integration) for tokenization, phase space diffusion processes, enabling experimentation with novel quantum–classical workflows. Developed space momentum quantum error correction multi-qubit entanglement tracking, improving compression and error handling in quantum graph states. Drafting technical reports and white papers. Formulated and tested hypotheses on model behaviour, error circuits, and compression strategies in a quantum–classical latent diffusion loop, laying groundwork for scalable, enterprise-level applications.

Managing a project from start to finish, taking ownership of the outcome. Managing a team to reach the desired result. Assessing financial risks and implementing controls to mitigate them. Negotiating terms with clients during audits and ensuring good relations and compliance. Onboarding a new CEO of a major client. Managing the audit of all well-known high-billing clients contributing to firm turnover.