Experience

Autumn 2025 - Present @ City of London

Applied ML Engineering at a Startup-team in a FAANG Firm. Rapid iteration, use of LLMs, rapid prototyping.

AWS Python LLM FAANG Startup Product-Market Fit

Summer 2024 @ City of London

Engineering at a FAANG Firm. Automated and productionalised a model, and extended the ML pipeline to perform output transformations.

AWS Python TypeScript ML FAANG Bureaucracy

Summer 2023 @ Amsterdam, NL

Engineering at a High-Frequency Trading Firm. Optimised a global internal framework, reducing latency by 70%, and then secured internal networking.

WireShark Python C# NGINX HFT GUnicorn Network Security Reverse Engineering

Winter 2022 - Spring 2023 @ Remote

Game Design and Engineering at a Startup. Created a physics-based character-controller, optimising for client-side latency with server authority. Implemented a framework for consistent distributed state machines, simplifying state-management.

TypeScript React ECS CI/CD Startup Leadership