Hi, I'm Tom!
I'm a Machine Learning Engineer and Leader based in London. I'm passionate about building innovative AI-driven products.
I earned my PhD in Experimental Particle Physics at the University of Edinburgh, working with CERN. My research focused on developing proprietary neural networks to measure the Higgs boson, and modernising simulation tools using generative AI.
Outside of work, I have a passion for skiing — especially ski touring and off-piste adventures. I’m also a Level 2 Austrian-qualified ski instructor.
Experience
Machine Learning Engineer
NewDay
April 2025 - Present
- Worked on internal RAG chatbot that is used over 2500 times a week
- Worked with Airflow to manage, monitor, and optimize ML model deployment pipelines
- Developed MCP server to allow data engineers to use AI Agents to query Snowflake database
Machine Learning Lead
Synthesized
June 2024 - April 2025
- Developed AI strategy and product roadmap
- Managed AI projects ensuring timely delivery by setting expectations and coordinating team resources
- Led the technical system design for new AI features in cloud-based platform enhancing scalability and functionality for enterprise clients
- Ran successful hiring for the ML team resulting in increased output and faster project delivery
Machine Learning Engineer
Synthesized
September 2022 - June 2024
- Developed synthetic data generative AI software in TensorFlow with native Spark integration for scalable distributed model training
- Implemented proprietary VAE models forming the core of the synthetic data software
- Developed microservice leveraging LLMs and Langchain to enhance user experience and functionality in cloud applications
Projects
Adversarial Attack
A library for conducting Adversarial Attacks on PyTorch image classifier models.
