Senior Data Engineer specialising in AWS, Databricks, and Snowflake: streaming and lakehouse platforms at production scale.
I build the infrastructure that turns raw data into production systems, from pipeline orchestration to ML deployment across AWS, Azure, and GCP. I'm currently a Senior Data Engineer at Innowise Solutions, working on cloud-native data platforms and MLOps at production scale. MSc in Data Science with Financial Technology, University of Bristol.
Selected Work
Five projects spanning agentic AI architecture, production MLOps, generative diffusion fine-tuning, applied ML research, and systems-level interactive builds.
Selected Work
Five projects spanning agentic AI architecture, production MLOps, generative diffusion fine-tuning, applied ML research, and systems-level interactive builds.
Haeckel LoRA: Generative Diffusion on Kunstformen der Natur
A LoRA fine-tune of Stable Diffusion 1.5 trained on all 100 plates of Ernst Haeckel's Kunstformen der Natur: a 124-epoch run, an honest evaluation of where it converges and where it doesn't, and six novel specimens the model invented in a style it learned from scratch.