Professional Overview
I develop and deploy medical AI systems, taking models from research labs into production-grade diagnostic tools. My work sits at the intersection of first-principles medical physics and AI-driven solutions. Beyond model development, I focus on architecting robust pipelines, driving performance-focused code reviews, and ensuring document alignment.
Areas of Expertise
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
