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I'm Catherine Earl, a Software Engineer and Auditor based in London, blending quantum–classical hybrid algorithms with high-performance C++ pipelines, diffusion models, and advanced machine learning architectures. I bring a commercial mindset to technology projects across sectors—from charities to finance—and I enjoy designing new frameworks that marry mathematics, physics, and AI. Currently at OmniHenos Ltd, I explore quantum network compression and quantum graph simplification to accelerate latent diffusion workflows, while also delivering open-source contributions and technical reports. My formal training includes an MSc in Finance and Investment and an LLB, which informs my risk-aware, cross-functional collaboration and problem-solving approach across complex systems.…I'm Catherine Earl, a Software Engineer and Auditor based in London, blending quantum–classical hybrid algorithms with high-performance C++ pipelines, diffusion models, and advanced machine learning architectures. I bring a commercial mindset to technology projects across sectors—from charities to finance—and I enjoy designing new frameworks that marry mathematics, physics, and AI. Currently at OmniHenos Ltd, I explore quantum network compression and quantum graph simplification to accelerate latent diffusion workflows, while also delivering open-source contributions and technical reports. My formal training includes an MSc in Finance and Investment and an LLB, which informs my risk-aware, cross-functional collaboration and problem-solving approach across complex systems.

Catherine Earl

Full Stack Developer, Data Scientist, AI Engineer, +2

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I'm Catherine Earl, a Software Engineer and Auditor based in London, blending quantum–classical hybrid algorithms with high-performance C++ pipelines, diffusion models, and advanced machine learning architectures. I bring a commercial mindset to technology projects across sectors—from charities to finance—and I enjoy designing new frameworks that marry mathematics, physics, and AI. Currently at OmniHenos Ltd, I explore quantum network compression and quantum graph simplification to accelerate latent diffusion workflows, while also delivering open-source contributions and technical reports. My formal training includes an MSc in Finance and Investment and an LLB, which informs my risk-aware, cross-functional collaboration and problem-solving approach across complex systems.…I'm Catherine Earl, a Software Engineer and Auditor based in London, blending quantum–classical hybrid algorithms with high-performance C++ pipelines, diffusion models, and advanced machine learning architectures. I bring a commercial mindset to technology projects across sectors—from charities to finance—and I enjoy designing new frameworks that marry mathematics, physics, and AI. Currently at OmniHenos Ltd, I explore quantum network compression and quantum graph simplification to accelerate latent diffusion workflows, while also delivering open-source contributions and technical reports. My formal training includes an MSc in Finance and Investment and an LLB, which informs my risk-aware, cross-functional collaboration and problem-solving approach across complex systems.

Available to hire

I’m Catherine Earl, a Software Engineer and Auditor based in London, blending quantum–classical hybrid algorithms with high-performance C++ pipelines, diffusion models, and advanced machine learning architectures. I bring a commercial mindset to technology projects across sectors—from charities to finance—and I enjoy designing new frameworks that marry mathematics, physics, and AI.

Currently at OmniHenos Ltd, I explore quantum network compression and quantum graph simplification to accelerate latent diffusion workflows, while also delivering open-source contributions and technical reports. My formal training includes an MSc in Finance and Investment and an LLB, which informs my risk-aware, cross-functional collaboration and problem-solving approach across complex systems.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Software Engineer at OmniHenos Ltd

November 1, 2023 - Present

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.

Freelance Accountant at C - Earl Consulting

February 1, 2024 - Present

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.

Auditor at Milton Avis LLP

March 1, 2019 - January 1, 2024

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.