Haytham Abuelfutuh on building an orchestration solution for modern data and machine learning applications.
Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.
Haytham Abuelfutuh is co-founder and CTO of Union, a startup founded by the team behind Flyte, a popular open source project originated by Lyft. Flyte is a workflow automation platform used for many different applications, but especially as an orchestrator for machine learning applications.
Highlights in the video version:
- Introduction to Haytham Abuelfutuh
What is Flyte?
Workflow key components
Machine Learning and workflows
Importance of Machine Learning pipelines
When is orchestration needed?
Building a basic pipeline
Notable users and their characteristics
Monitoring, ease of use, and dashboards
Who uses Flyte?
Multi-modal models
Integration with other execution engines
Roadmap for Flyte and Union AI
Technical challenges
Difference between Flyte and Union AI
Related content:
- A video version of this conversation is available on our YouTube channel.
- Jeremiah Lowin: Dataflow Automation
- The Data Integration Market
- Data Pegacorns: Introducing the Data $100M Revenue Club
- Distributed Computing for AI: A Status Report
- Pardhu Gunnam and Mars Lan: Why You Need a Modern Metadata Platform
- Michel Tricot: Modernizing Data Integration
FREE report:
[Image by Pete Linforth from Pixabay.]