About
Scientific reasoning, technical implementation and clear communication
An independent perspective for SMEs and research-led organisations working with difficult data, emerging analytical methods and high-stakes technical decisions.

Consultant biography
Chuan Fu Yap
AI, data science and statistical consultant
Dr Chuan Fu Yap is an AI, data science and statistical consultant with a research background in computational biology and bioinformatics. He applies scientific validation, reproducible computation and statistical reasoning to commercial, technical and research-led problems.
His experience includes machine learning, statistical and Bayesian modelling, natural language processing, retrieval-augmented generation, high-dimensional biological data and large-scale genomic analysis. His work focuses on selecting methods that match the decision, evaluating whether results are reliable and communicating technical findings clearly to specialist and non-specialist audiences.
Based in the United Kingdom and available to work remotely, Chuan Fu communicates across scientific, technical and non-technical audiences.
Start a conversation
Have a complex problem worth clarifying?
Start with a focused conversation about the question, the available data and what a useful outcome would look like.