Presentations
Build Cross Platform Apps With Flutter
Historically users building cross platform apps would be able to see and feel a difference between "native" apps and cross platform solutions, but what happens when the clients built by cross platform technologies start to achieve the same look and feel?Flutter built apps...
Getting Started in Deep Learning with TensorFlow 2.0
The introduction of deep learning into the data science toolkit has allowed for significant improvements on many important problems in data science. Many advancements in fields such as natural language processing, computer vision and generative modeling can be attributed to advancements in deep...
From Research to Production With PyTorch
PyTorch is a powerful, flexible deep learning platform that enables engineers and researchers to move quickly from research to production. Since the 1.0 release a few months ago, researchers and engineers are already seeing success in taking advantage of the new capabilities to take deep learning...
How to Evolve Kubernetes Resource Management Model
Built with Linux container and cgroup technologies, Kubernetes provides an efficient framework for deploying different kinds of application workloads across multiple machines and compute platforms. Over the past five years, Kubernetes has evolved to support increasingly complex and diverse...
Interviews
Build Cross Platform Apps With Flutter
What is the focus of your work today?
I am the Co-Founder of dydx.dev, a Machine learning powered API monitoring service, where we analyze your API requests and responses using machine learning, notifying you when your API breaks before your users do.
Read Full InterviewFrom Research to Production With PyTorch
What is the focus of your work today?
I work on PyTorch, which is an open source deep Learning framework developed here at Facebook. I specifically work with the team on a lot of the ways in which we enable the success of a broad open source community that spans both bleeding edge researchers as well as ML product engineers putting deep learning technology to use in...
Read Full InterviewHow to Evolve Kubernetes Resource Management Model
What is the focus of your work today?
I'm mostly working on two major things: a) Improve Kubernetes reliability in terms of resource isolation. We want to provide better isolation between containers by hardening the resource model. b) We also attempt to see how we can better support other non-primary resources such as GPU.
Read Full Interview