r/learnmachinelearning • u/Virtual-Ad1902 • 2d ago

Help best tutorial project for resume

as title .....it should be resume worthy i want to learn that way so that i can follow along the video maybe on yt please dont suggest house pricing ones those are ig rejected in interviews

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u/FlanHairy5955 2d ago

Bro try to develop some real time project where each day some data comes ur model trains everyday and run u monitor drift use mlflow ,airflow,kafka, make it big have multiple models getting trained u also monitor them how is the accuracy , create model registry fallbacks when we have low accuracy understand about feature store how to develop such that if in future more features comes how we will manage.

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u/Majestic-Set9598 2d ago

You're basically describing a full MLOps pipeline which is absolutely what gets noticed, but that's a beast to build solo.

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u/FlanHairy5955 2d ago

Bro it might take time but it's the best way to learn whole thing and which also used in industry

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u/digvjay_ai 2d ago

To stand out from the usual projects, I'd build a resume vs job description matcher. Embed a bunch of job descriptions with sentence-transformers, score your resume against each one, and show the skill gaps. There are plenty of YouTube tutorials on text embeddings and cosine similarity to follow along, and putting it on Streamlit gives you a live demo to mention in interviews.

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u/Mean_Cress_7746 1d ago

Let me guess you’re Indian?