ML model monitoring

May 20, 2021 Kornel and I wrote about our team’s work on “Maintaining Machine Learning Model Accuracy Through Monitoring” on the DoorDash Engineering blog: https://doordash.engineering/2021/05/20/monitor-machine-learning-model-drift/ Maintaining-Machine-Learning-Model-Accuracy-Through-Monitoring-_-DoorDash-Engineering-BlogDownload Jul 23, 2021 I presented at Fifth Elephant MLOps conference on behalf of the Machine Learning Platform team at DoorDash: https://hasgeek.com/fifthelephant/mlops-conference/sub/maintaining-machine-learning-model-accuracy-throug-YPGFq3zN62YD6kuQNNq8gX 5el-mlops-model-monitoringDownload https://videopress.com/v/sVQpgytG?resizeToParent=true&cover=true&preloadContent=metadata

Interviewed by dev-to-manager

The interview is at https://devtomanager.com/interviews/swaroop-c-h/ I talk about my recent transition from developer to manager in this written interview. An excerpt: What do you tell developers who are considering making the switch or new to the role? Do not do this if you are not ready to focus on people! There is a difference between tech lead and … Continue reading Interviewed by dev-to-manager

Engineering Management : Lessons learned in first year

It's winter season and am getting close to a year of full-time engineering management. So, I'm listening to some jazz house music and reflecting on what I have learned. While I have done tech lead roles before, this is the first role I’ve been doing people management full time, i.e. not doing the tech myself. Why … Continue reading Engineering Management : Lessons learned in first year

Exploring blockchain and smart contracts with Ethereum dev bootcamp, Blockchain@Berkeley

Background A few months ago, Mayank convinced me to get some Ether (Ethereum cryptocurrency) because it was going to go on a bull run, thanks to high-profile companies backing Ethereum by joining the Ethereum Enterprise Alliance (EEA). So I did. And that event did happen – including Microsoft, Intel, MasterCard, Cisco, JP Morgan and the State of Andhra Pradesh, and yes, … Continue reading Exploring blockchain and smart contracts with Ethereum dev bootcamp, Blockchain@Berkeley

My experience with Udacity Deep Learning Foundation course

If you don’t know what is machine learning, just know this from Francois Chollet (creator of Keras)’s “Deep Learning with Python” book : Classical programming vs. Machine learning After attending the AI Frontiers conference at the beginning of this year, I was amazed, fascinated and befuddled at what actually is machine learning and deep learning and all of the … Continue reading My experience with Udacity Deep Learning Foundation course