What I can do for you

Practical AI and ML for organisations that need models that work in the real world — not just in a notebook. I specialise in applying machine learning to development and public sector challenges where data is messy, stakes are high, and the end users are government statisticians, not data scientists.

From sampling design through to analysis and reporting. I design research that is methodologically sound, budget-realistic, and produces evidence that decision-makers actually use.

End-to-end evaluation design and delivery for development programmes. I've led evaluations covering food security, WASH, gender-based violence, indigenous rights, agricultural value chains, and COVID-19 response across five countries.

Consumer insights, brand research, and opinion polling across Southeast Asia. From Fortune 500 brand health tracking to nationally representative political surveys.

Modernising agricultural and statistical data systems — from paper-based collection to digital pipelines, geospatial platforms, and open data. With a focus on sustainability and national ownership.

Experience applying blockchain technology to social impact — specifically conservation crowdfunding via NFTs. Available for advisory on risk-aware innovation and alternative funding models.