Our products / ShortML
ShortML
Machine-learning interview preparation with concise cheatsheets, flashcards, topic guides and practical projects. Solve Python practice problems in a browser-based sandbox and revisit weak topics.
Inside the implementation
The workflow and the engineering.
React, ASP.NET Core, Markdown/JSON content, Monaco editor, Pyodide
Study
Cheatsheets, topic guides, roadmaps and project tutorials are versioned with the application. Flashcards turn the same concepts into retrieval practice.
Practise
A browser editor runs Python exercises through Pyodide. Learner code executes in the browser rather than on a shared application server.
Review
Saved material and review flows make weak topics easier to revisit. The backend handles identity and entitlements independently of the study content.
What could this approach do for your team?
Start with your workflow, data boundary and delivery constraints. We will scope the first useful release and the checks it needs before production.
Talk to Tvaris Labs LLP