Technical Notes
Setup your dev environmentSetting Up a Python Dev Environment Using PyenvCustom Algorithm Training on Sagemaker Using DockerAWS SageMaker tackles important problems, but can fall flat.A simple reference for common ML metrics.My three tips to learn Big O Notation.What is Quadratic Weighted Kappa?Career
Why I’ve joined firsthand.What work life balance means to me.Three career principles I learned from Shyam Sankar.
Engineering Culture
What does engineering excellence look like?How can you communicate effectively as an engineer?
Self Management
Don't let standing out stop you from doing good work.Constrain your information to trusted voices.
Book Reviews
Applied ML Paper Reviews
VideoGPTBuilding CI Services for Machine LearningBackward Compatibility in ML SystemsFast Sparse ConvNetsOnce-for-all: Train One Network and Specialize it for Efficient DeploymentNoise2Self: Blind Denoising by Self-SupervisionStyleGAN
Who invests in computational biomedicine?
Who invests in computational biomedicine?
Who builds computational biomedicine?
Who builds computational biomedicine?
Who invents computational biomedicine?
Who invents computational biomedicine?
Who talks and writes about computational biomedicine?
Who talks and writes about computational biomedicine?
What is SOTA in computational biomedicine?
What is SOTA in computational biomedicine?
What data can I use for computational biomedicine?
What data can I use for computational biomedicine?
Where can I learn computational biomedicine?
Where can I learn computational biomedicine?
Essays that changed the way I think about computational biomedicine.
Essays that changed the way I think about computational biomedicine.
TechBio
2023 TechBio Reading ListSPC TechBio Forum: Lessons 0-2‣
Data + ML
Things I wish I knew about the modern data ecosystem as an MLE.What reads impacted my ML Engineering journey most?