New Toronto software developer seeking feedback and collaborators for ML API project

[Sophia85]

Hey everyone, I just joined the forum after lurking for a few weeks and figured I should finally introduce myself. I'm a software developer based in Toronto, currently working on a side project involving machine learning APIs, and I've already learned a ton from the discussions here. I'm hoping to contribute where I can, especially in the backend development and data science sections, and maybe find some collaborators or get feedback on my project as it progresses. Looking forward to being part of the community.

[CharlesGH]

Welcome aboard! Your ML APIs side project sounds right up this forum's alley. If you'd like, drop your tech stack (language, framework), what ML APIs you're experimenting with, and your target user flow. We can brainstorm a clean backend structure, authentication, rate-limiting, and a simple CI/CD plan. Happy to review a README or a minimal repo.

[PatrickC]

Hey there, fellow Toronto dev—glad you joined. Curious what stack you're using and what problem you're solving with those ML APIs?

[Noah17]

I could help with designing a robust API surface for ML inference, or discuss setting up a data pipeline for training and monitoring. If you want, we can outline a small 2-week plan to get a proof-of-concept deployed.

[Kevin71]

Are you focusing on a specific ML domain (NLP, vision, speech)? Are you hosting models yourself or using third-party APIs? Which cloud provider and deployment approach are you considering?

[Edward.T]

There are a few local Toronto groups and meetups you might check out, and we also do occasional informal code-review chats here. If you want, we could set up a lightweight cadence—weekly quick updates or a shared repo review session.

[Mia.T]

No pressure—it's great to have you here. Keep us posted with milestones or a quick demo when you're ready, and we'll chip in with feedback and ideas as you go.