This website is a canvas of ideas, not a neatly presented portfolio.
Anyone can be a product leader.
20 reflections on India in 2022
SPC TechBio Forum: Lessons 0-2
How is Flagship Pioneering building biotechs with machine learning?
[WIP] What ML-focused biotechs has Flagship Pioneering created?
[WIP] How can you learn from Flagship’s ML-driven biotech platform strategy?
How to categorize computational biomedicine innovation.
5 Incredible Women Driving Computational Biomedicine Forward
Beware of public datasets in healthcare.
The Three Fundamental Forces in Healthcare
Data + ML
Things I wish I knew about the modern data ecosystem as an MLE.
What reads impacted my ML Engineering journey most?
Technical Notes
Setting Up a Python Dev Environment Using Pyenv
Custom Algorithm Training on Sagemaker Using Docker
AWS 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
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
Five Lessons From Phil Knight (Shoe Dog Review)
Applied ML Paper Reviews
Building CI Services for Machine Learning
Backward Compatibility in ML Systems
Once-for-all: Train One Network and Specialize it for Efficient Deployment