Hi!

I'm Alex Zelenka Martin, I'm a machine learning engineer finding new applications for the latest AI research for the UK government. I am currently working as a No.10 AI Innovation Fellow at Incubator for artificial intelligence. I am also supporting the Infrastructure and Projects Authority to define their AI strategy and prototype tools to improve the way we build mega projects. Previously, I worked as a Quantum Machine Learning Scientist at ORCA Computing where I developed novel machine learning algorithms that leveraged propriety quantum optical hardware. I finished my formal education at Imperial, where I studied quantum dynamics, in my final project I evaluated a novel information sharing technique to improve the performance of a variational quantum eigensolver.

The Past

I am constantly in awe of the engineering feats I come across and I want to be part of creating them. So far I have spend time working on:

• Quantum Machine Learning, Information, Optics, Error correction.
• Generative image models, specifically image-to-image GANs.
• Retrieval augmented generation (RAG) systems for Language Models.
• Fine tuning LLMs.
• Topic Modelling.

The Future

I hope to spend more time working on:

• Mechanistic Interpretability of ML models.
• Decoding problems in Quantum Error Correction.
• Graph neural networks.
• Designing benchmarks for frontier LLMs.