Greg McInnes

I find drug targets using genetics and build data platforms for drug discovery and biomedical insights. Outside of that, I make apps and games as the occasional side project.

Selected Work

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

Publication 1st Author

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

Gene2Rx

2021 · Web

A direct-to-consumer pharmacogenetics interpretation service that turns 23andMe, AncestryDNA, or MyHeritage data into personalized drug-response insights.

Pharmacogenomics Health

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App

Top Set Training

2025 · iOS

Proven strength training programs with intelligent auto-regulation that adapts to your performance. 10+ structured programs from beginner to advanced.

Fitness Health Strength Training

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Game

Turbo Math Games

2025 · 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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