Predicting gene expression with Machine Learning: an explanation in simple termsSome of the ML papers in the genomics space can at first seem intimidating, since there is a vast amount of domain knowledge necessary to…Jan 1, 20241Jan 1, 20241
Biologically-infused graph neural networks for antiviral predictionNaturally, computational approaches have been developed over the years to predict these properties of interest. More recently, machine…Aug 11, 20231Aug 11, 20231
Uplift ModelingCompanies often want to understand the factors that lead a person to buy a product. At Spotify, for example, we’re interested in knowing…Aug 10, 2021Aug 10, 2021
Eulogy VirtuesWe spent a significant amount of our time developing what the author David Brooks calls résumé virtues. Some of us are constantly striving…Mar 5, 2021Mar 5, 2021
Learning to edit DNAI started learning about gene editing by watching a few TED talks, including Jennifer Doudna’s fascinating presentation on CRISPR. The…Jan 25, 20211Jan 25, 20211
Towards making Machine Learning work in the real worldInsights from leading practitioners on best practices for ML systems to be effective.Dec 14, 2020Dec 14, 2020
How I got my first job at MicrosoftFrom: https://www.cgaitan.com/blog/how-i-got-my-first-job-at-microsoftAug 22, 20201Aug 22, 20201