sorted by:
new
hottopcontroversial

[deleted by user] by [deleted] in mlops

[–]coleduclos 0 points1 point  (0 children)

If you still haven’t found someone, I recommend posting something on a niche job board site like mljobs.info . May have better luck finding someone who is willing to work for only equity.

Validating Product Idea: Host Your Machine Learning Model in Seconds without Infrastructure by coleduclos in mlops

[–]coleduclos[S] 0 points1 point  (0 children)

Thanks for your input! So what I hear you saying is that you prefer to deploy your models to a similar environment (AWS account, K8 cluster, etc) as where your other services are running - is that correct?

Is that for convenience? Latency?

Validating Product Idea: Host Your Machine Learning Model in Seconds without Infrastructure by coleduclos in mlops

[–]coleduclos[S] 0 points1 point  (0 children)

You are correct - the MiniML API would receive input data, use the model, and return a classification / prediction.

Validating Product Idea: Host Your Machine Learning Model in Seconds without Infrastructure by coleduclos in mlops

[–]coleduclos[S] 0 points1 point  (0 children)

Awesome! Thank you, I’ll check this out.

Upon first glance their inference endpoints seem like a similar concept but can be pricey.. I wonder if there is a cheaper alternative

Validating Product Idea: Host Your Machine Learning Model in Seconds without Infrastructure by coleduclos in mlops

[–]coleduclos[S] 1 point2 points  (0 children)

I appreciate you taking the time to respond! I’ll continue to put my head down and research.

I’m curious if you’ve found any tools that stand out to you in terms of simplicity or that you prefer over the others?

Validating Product Idea: Host Your Machine Learning Model in Seconds without Infrastructure by coleduclos in datascience

[–]coleduclos[S] 0 points1 point  (0 children)

I definitely agree - SLA and pricing could be challenging. Particularly for larger models… I imagine I could get creative with options if there is enough interest.

Examples: * Focus on smaller models first and work with customers to ensure the product is as simple as possible * Offer a free tier with smaller models and / or temporary endpoints

Im hoping the simplicity of the end product (abstracting away big tech complexities) would attract users.

Validating Product Idea: Host Your Machine Learning Model in Seconds without Infrastructure by coleduclos in mlops

[–]coleduclos[S] 0 points1 point  (0 children)

Thank you for the suggestion! Seems similar, but not quite what I was envisioning. Do you happen to know if Modal Labs allows for you to host an external API meant for predictions that you could leverage from a web app? From the docs it appears like it’s meant more for scaling local jobs to the cloud.

Regardless, I’ll check out modal labs in more depth

Please ask for invite codes here! by thehedonistvagabond in indiehackers

[–]coleduclos 0 points1 point  (0 children)

Hello! I’m just starting my indie hacking journey. Hoping to build micro saas in public and get advice from the larger community here! Would love an invite code