Greg McInnes

I decode genomes to find new drugs. When I'm not doing that, I'm building apps, games, and whatever else sounds fun.

Selected Work

A curated selection of my research, apps, games, and patents.

Transfer learning enables prediction of CYP2D6 haplotype function

2020 · PLoS Computational Biology

A transfer learning approach for predicting the functional impact of CYP2D6 haplotypes, a key pharmacogene affecting drug metabolism for many commonly prescribed medications.

Pharmacogenomics Machine Learning 1st Author

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Publication 1st Author

Pharmacogenetics at Scale: An Analysis of the UK Biobank

2020 · Clinical Pharmacology & Therapeutics

A comprehensive population-scale analysis of pharmacogenetic variation in the UK Biobank, characterizing the distribution of clinically actionable pharmacogenetic variants.

Pharmacogenomics UK Biobank 1st Author

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App

Top Set Timer

2025 · iOS

A flexible workout timer for rest intervals, HIIT, and EMOM training. Built for real strength sessions where sets take as long as they take.

Fitness Health

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Game

Turbo Math Games

2024 · React

A collection of free browser-based math games for kids featuring arcade-style gameplay, difficulty levels, leaderboards, and a cosmetic shop.

Education Arcade

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