About Me
I’m a Software Engineer focused on building scalable APIs, AI-driven systems, and high-performance backend platforms. I enjoy turning complex machine learning problems/data problems into reliable, production-ready systems with real-world impact.
Skills
AI & ML Systems
Production ML & Agentic Systems
LLMs, inference optimisation, deployment pipelines
Backend Engineering
APIs & Distributed Systems
Scalable APIs and high-throughput services
Engineering Quality
Testing, reliability, and delivery standards
Cloud & MLOps
Infrastructure & Deployment
Cloud-native ML systems and CI/CD pipelines
Observability
Monitoring, logging, system debugging
Leadership
Technical Ownership
Cross-team delivery and stakeholder alignment
Experience
Software Engineer – AI & ML Applications
Fitch Ratings
London, UK • Sep 2025 – Present
- •Delivered production AI applications from PoCs. This involved creating reliable architechture, models with auditable paths and ability to retrain and the CICDs/DevOps required for deployment and monitoring
- •Defined and implemented LLM validation processes
- •Optimised model deployment, code efficiency, and performance monitoring
- •Led team practices to improve software engineering standards
- •Built centralised model repository with CLI and version tracking
Software Engineer – AI Platform
Tractable
London, UK • Jun 2024 – Sep 2025
- •Managed customer-facing API and ML platform for high-volume predictions of damage on a vehicle
- •Working with researchers to understand scope and requirements for the ML workflow, to implement and efficient, auditable codebase
- •Enhanced deployment pipelines with testing and reliability improvements
- •Built live monitoring UI for debugging and demoable workflow visualisation
- •Scaled Triton-hosted models and optimised processing times and capacity
Software Engineer – API Creation
The Hut Group
Manchester, UK • Apr 2023 – Jun 2024
- •Led development of internal client APIs and feature roll-outs
- •Built React UI showing API status and incidents
- •Created BDD test suite for end-to-end testing
- •Managed a client and feature rollout for this client
- •Championed Tech She Can initiative and completed Scrum Master training
Education
Masters of Mechanical Engineering, MEng
The University of Sheffield
Sheffield, UK • 2016 – 2021
- •Year in Industry at Jaguar Land Rover: Optimisation processes in engine development
- •Master’s Thesis: Bayesian Online Change Point Detection for Acoustic Emission
- •Implemented unsupervised learning to detect changes in real time