Sourabh Burnwal

Mar 19

Docker Swarm and GPUs

#MLiP-1 Hey Everyone! So, you have a unique use-case. You want to deploy an application that may be on cloud or on-premise, and you can’t use anything pre-built simply because it doesn’t give you much control over how you want to operate it. Let’s assume, for instance, your application needs…

Docker

4 min read

Mar 17

Machine Learning in Production

#MLiP-0 Hey Everyone! I am Sourabh, working in MLOps and Infrastructure. Basically, I create CI/CD pipelines and deploy Machine Learning models (mostly vision based) in production. The goals are scalability, high availability, fault-tolerance, almost zero downtime, and of course low latency. It takes me quite a while to solve the…

Machine Learning

1 min read

Sourabh Burnwal

Working in MLOps and Infrastructure. Helping organizations deploy and scale ML models in production. LinkedIn: /in/sourabhkumarburnwal

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