Fullstack ML – From Notebooks to Deployment

In plain words

Fullstack ML is a resource for developers and data scientists who want to move machine learning models from experimental notebooks into production systems. It covers the complete workflow from prototyping through deployment, addressing the gap between research and real-world applications. The project is hosted on GitHub and targets practitioners building end-to-end machine learning solutions rather than focusing solely on model development.

written from the facts on this page · September 2026

• PN
  PostgresML, now with analytics and project management2022 · postgresml.org · ▲444

  We've been hard at work for a few weeks and thought it's time for another update. In case you missed our first post, PostgresML is an end-to-end machine learning solution, running alongside your favorite database. This time we have more of a suite offering: project management, visibility into the datasets and the deployment pipeline decision making. Let us know what you think! Demo link is on the page, and also here: https://demo.postgresml.org

• 
  Scrimba Fullstack2025 · scrimba.com · ▲417

  Helping devs learn by merging the IDE and video into one

• 
  ML Kit (by Google)2018 · developers.google.com · ▲195

  Machine learning for mobile developers

• 
  MLConsole – web app to train ML models, for free and client-side2021 · mlconsole.com · ▲86

  ML Console is a free tool to build an AI model without writing a single line of code. Simply pick a column to predict, and let us handle the rest.

• 
  Deploy ML Models on a Budget2021 · github.com · ▲117

  Deploy a ML inference service on a budget in less than 10 lines of code. - ebhy/budgetml

• 
  TensorPort2017 · ▲143

  Help teams apply machine learning to real-world applications

• 
  Spira Maxima▲578

  Video model that turns script into viral social media videos

  AI · 17d ago · spira.ai

• 
  Rill Browser▲540

  The browser where Claude Code and Codex work beside you

  AI · 17d ago · rill.love

• 
  Germany's new sovereign AI model Kolibri▲424

  Kolibri is Aleph Alpha

  AI · 18d ago · tej.as

• 
  Giving Opus 5.5 a simulated paint canvas▲392

  Paintings by AI models: programs run through a simulation of oil paint.

  AI · 20d ago · stillwet.art

• 
  Onepin▲384

  AI voiceover with every name, price and date said right

  AI · 30d ago · onepin.ai

• 
  PixVerse R2▲381

  A real-time world model you can explore and change

  AI · 29d ago · world.pixverse.video

• 
  Terms & Conditions Generator by iubenda▲891

  Attorney-approved terms and conditions generator

  Dev tools · 2019 · iubenda.com

• 
  See a Satellite Tonight. No Telescope Required▲863

  Satellites 🛰️ are visible in the night sky, no telescope required, if you know where to look. Find out here.

  Life & fun · 2019 · james.darpinian.com

• 
  100,000 Faces▲845

  Free resource of 100k diverse faces generated by AI

  AI · 2019 · generated.photos

• 
  Cyberpunk web design made easy, really easy▲775

  Life & fun · 2019 · augmented-ui.com

• 
  Browse Reddit in 3D▲720

  Life & fun · 2019 · 3dforreddit.com

• AS
  A Senior Engineer's CheckList▲662

  Sharing something that I wrote for my use but I think can be useful to others (I am an engineer with the title of Senior Software Engineer) Visit [1] for a full list (table view gives a lot of options. See "Controls"). Visit [2] for a summary. The source of the list is at [3] 1. https://littleblah.com/post/2019-09-01-senior-engineer-checklist/ 2. https://medium.com/@littleblah/my-top-25-items-in-a-senior-engineers-checklist-c8e9f9f6e3c2 3. https://github.com/littleblah/senior-engineer-checklist Feedbacks/Pull requests…

  Dev tools · 2019