Django, Celery, Postgres, RabbitMQ, Minio, Lots of different Python environments for different scientific “stacks” (some pip based, some conda)
Machine learning done in pytorch, models wrapped and deployed by simple FastAPI wrappers
Deployment moving to be totally dockerized (maybe 90% done) because I was having a lot of trouble with deploying esoteric, fragile, scientific libs.
System core is a monolith, with a bunch of micro services in different repos - especially worker machines (structure optimisers, various energy calculators, etc) this way worker code can be deployed to relatively untrusted machines without having to put the entire codebase on there.
I applied for ycombinator this batch, I am hoping to get in, and find a cofounder at the same time
Django, Celery, Postgres, RabbitMQ, Minio, Lots of different Python environments for different scientific “stacks” (some pip based, some conda)
Machine learning done in pytorch, models wrapped and deployed by simple FastAPI wrappers
Deployment moving to be totally dockerized (maybe 90% done) because I was having a lot of trouble with deploying esoteric, fragile, scientific libs.
System core is a monolith, with a bunch of micro services in different repos - especially worker machines (structure optimisers, various energy calculators, etc) this way worker code can be deployed to relatively untrusted machines without having to put the entire codebase on there.
I applied for ycombinator this batch, I am hoping to get in, and find a cofounder at the same time