Data Scientist & ML Engineer (MSc) with 2+ years in ML (1 year industry + 1 year MSc projects; ~5 years total in software). I build end-to-end systems—data pipelines, model training/serving, and production APIs (Flask, FastAPI)—using PyTorch/Graph Neural Networks (PyG) , with Dockerised CI/CD and automated testing. Recently shipped a multi-dataset ML pipeline and KPI dashboards at Azaries, improving delivery speed and model generalisation.