Property | Value |
---|---|
Date Created | 2021-08-04 |
Target End Date | 2022-02-24 |
Slack | #wg_mlops (only accessible from within the company) |
Google Doc | MLOPs Working Group Agenda (only accessible from within the company) |
Board | gitlab-org board |
Issue Label | ~WorkingGroup::MLOps |
This Working Group has the following goals:
As per Wikipedia, MLOps or ML Ops is a set of practices that aims to deploy and maintain machine learning models in production reliably and efficiently.
Read more about the topic area from the links below:
The charter of this working group is to bridge the gap between different teams that are building ML products at GitLab by discussing overlapping architectural concerns:
The Working Group has brought together various teams that are working on different ways to leverage Machine Learning within GitLab the product and in their day-to-day work. It has given these teams a platform to discuss their mission and an opportunity to share knowledge on projects they are currently undertaking and what they are looking to achieve in the near future.
We will move forward with the creation of a monthly MLOps meetup that focuses on sharing ideas and showcasing work done by different teams, in a less formalized structure, to enhance awareness across the company.
Working Group Role | Person | Title |
---|---|---|
Executive Sponsor | Laurence Bierner | Director, Security Engineering |
Facilitator | Alex Groleau | Security Automation Manager |
Functional Lead | Roger Ostrander | Senior Security Engineer, Trust & Safety |
Functional Lead | Alexander Chueshev | Senior Backend Engineer, AI Assisted |
Functional Lead | Taylor McCaslin | Group Manager, Product - Data Science |
Functional Lead | David DeSanto | Senior Director, Product Management - Dev & Sec |
Functional Lead | Ethan Urie | Senior Backend Engineer, Security Automation |
Functional Lead | Jayson Salazar | Senior Security Engineer, Security Automation |
Functional Lead | Juliet Wanjohi | Security Engineer, Security Automation |
Functional Lead | Eduardo Bonet | Staff Full Stack Engineer - MLOps, SEG |
Functional Lead | Monmayuri Ray | Engineering Manager, AI Assisted & Anti-abuse |
Functional Lead | Shawn Sichak | Senior Security Engineer, Trust and Safety |
Member | Alexander Dietrich | Senior Security Engineer, Security Automation |
Member | Charl De Wit | Security Manager, Trust & Safety |
Member | Wayne Haber | Engineering director |
Member | Bartek Marnane | VP, Incubation Engineering |
Member | Marshall Cottrell | Strategy and Operations (Technical) Staff |
Member | Kelly Chen | Analytics Manager at Finance |
Member | Jay Stemmer | Manager, Analytics & Insights |