Everything Diego Oppenheimer said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Oppenheimer: ML inference belongs to DevOps, not data scientists
“We think that the inference side of things is actually owned by DevOps and the infrastructure teams”
Oppenheimer: TensorFlow is open source, but scaling it is not
“TensorFlow is open source, but actually scaling it is not.”
Oppenheimer: AI and machine learning are the killer apps for serverless
“I actually think that AI and machine learning are the killer apps for serverless microservices.”
Oppenheimer: Serverless AI architecture can cut infrastructure costs by up to 85%
“Using serverless, we can actually track as the demand comes in. We can use our load balancers to quickly initiate and replicate these models over the entire infrastructure, going up and down with the demand, allowing for savings of up to 85% of the infrastruct…”
Oppenheimer: Data is heavy and expensive to move, but compute is light and cheap
“So there's a design principle that we use, personally, at Algorithmia, which is data is heavy and expensive to move, but compute is light and cheap.”
Oppenheimer: Algorithmia is likely the only serverless GPU provider
“We're probably the only product out there that does serverless over GPUs, and it's really important from a price and a performance perspective, but all the thing is that we actually do cross-cloud.”
Diego Oppenheimer states Algorithmia has 63,000 developers using its platform
“We have 63,000 developers that use our platform.”
Diego Oppenheimer claims Algorithmia manages over 50,000 functions simultaneously
“We're actually dealing with over 50,000 different functions at any given time that need to be able to deploy it and run on the infrastructure.”
Diego Oppenheimer states Algorithmia operates under 15 milliseconds of latency overhead
“We sit to a strict latency of under 15 milliseconds of overhead throughout an entire system.”
Oppenheimer: Cloud providers earn over $1 per dollar Algorithmia makes
“For every dollar that we you know, that we make, the infrastructure provider under us is making more than that dollar.”
Oppenheimer: Algorithmia co-sells products directly with AWS and Azure
“Some of them we actually do co-selling experiences with them where, you know, we're, you know, we're informing their sales forces to say, hey, this is a product that exists on AWS, this is a product that exists on Azure, And you can actually go ahead and use i…”
Algorithmia has raised about $13.5M with a team of 24 people
“So so we're based out of Seattle, headquartered in Seattle, have a small office here in New York. Team of 24 people at this point raised about 13 and a half million dollars. Our latest round was done by Google's AI fund.”