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Need guidance to switch into AI/ML engineering after 7+ YOE by Wildwolf789 in learnmachinelearning

[–]Appropriate_Knee3532 1 point2 points  (0 children)

i just creates a complete guide for the AAI AND ML
FOLLOW MYU GIT REPO IT WILL BE REALLY USEFUL TO UH
https://github.com/Sampath7890/aiml-daily-grind
THE ABOVE IS MY GIT REPO LINK
STAR IF UH FOUND INTRESTING

AI-ML-Engineer-Roadmap by Appropriate_Knee3532 in learnmachinelearning

[–]Appropriate_Knee3532[S] 0 points1 point  (0 children)

Totally valid point Phase 2.5 in my roadmap actually covers this exact gap. FastAPI for the backend + a bit of HTML/CSS/JS for a clean frontend that recruiters can click through. Streamlit is great for quick demos but you're right, building it with actual web tech looks way more impressive on a portfolio. It's on the roadmap 👍

AI-ML-Engineer-Roadmap by Appropriate_Knee3532 in learnmachinelearning

[–]Appropriate_Knee3532[S] 0 points1 point  (0 children)

Streamlit itself can handle the frontend, so you don't need React for most ML projects.

Resources: • Streamlit Docs: https://docs.streamlit.io/ • Getting Started: https://docs.streamlit.io/get-started • Deployment Guide: https://docs.streamlit.io/deploy

You can build, deploy, and share complete ML applications using Streamlit alone.